diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f9a15dfc1e2948a8711db8085de09666ee28bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:16.910854+00:00", + "ended_at": "2026-05-19T16:04:20.202299+00:00", + "elapsed_ms": 3291.42, + "returncode": 1, + "prompt_metrics": { + "chars": 15467, + "bytes_utf8": 15467, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..baba0fecdcbab0fc0dc35a96252b1e000bf84107 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:21.205978+00:00", + "ended_at": "2026-05-19T16:04:27.089335+00:00", + "elapsed_ms": 5883.29, + "returncode": 1, + "prompt_metrics": { + "chars": 15467, + "bytes_utf8": 15467, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74426b10f363dad6a938090a98f03a9fe80b1f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Google_Index.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Google_Index", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74426b10f363dad6a938090a98f03a9fe80b1f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Google_Index.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Google_Index", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3283807c5698d96fac0bf37862cb8fdc9f3e1f1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1496-7c22-a01c-353d12cd1746"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46ebc56334ed55a5c7d6024139d87dbcf00cc678 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1496-7c22-a01c-353d12cd1746"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e7e871567da9225c77e3973f7387795a754003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-257c-7ff2-901c-7047ea0a29d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5caad1320011f42a7b8f3ddaf9a08211ea4ff2d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-257c-7ff2-901c-7047ea0a29d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02140e5b66b708aa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fcfa953cf9adabfdf899e8d30fc0fa361c31514 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15431, "bytes_utf8": 15431, "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": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16498, "cached_input_tokens": 12032, "output_tokens": 360, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f902a5e68967c49cf5996a551329ea3ee959138 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/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_058aee66ab339c86", + "api_calls": 0, + "input_tokens": 16498, + "cached_input_tokens": 12032, + "output_tokens": 360, + "total_tokens": 16858, + "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": 11184.75, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..289bf7f4c57cd7c348d6b09477bbc05e757f0b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/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": "2026-05-19T16:03:28.299158+00:00", + "ended_at": "2026-05-19T16:03:39.483944+00:00", + "elapsed_ms": 11184.75, + "prompt_metrics": { + "chars": 15431, + "bytes_utf8": 15431, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16498, + "cached_input_tokens": 12032, + "output_tokens": 360, + "reasoning_output_tokens": 250 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f086065b4c3c067effaceba972cec65c21f0c55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Links_pointing_to_page.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Links_pointing_to_page", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09d397d95dc22cc0832bc7f5978aa43d3d9e5f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-56c3-77f3-8cce-465ecfb8caad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Links_pointing_to_page\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to Links_pointing_to_page and measure_threshold fixed at 1.0. Cast to REAL because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16498,"cached_input_tokens":12032,"output_tokens":360,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f19c2d4ba1eff055dacc49385a1cc7f496d406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"Links_pointing_to_page\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c8\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to Links_pointing_to_page and measure_threshold fixed at 1.0. Cast to REAL because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3c28dd367d90a9ea0d504a9fbb8ccd7e4937232 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15668, "bytes_utf8": 15668, "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": 822, "bytes_utf8": 822, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 1390, "reasoning_output_tokens": 1162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3b1e0ae7d2c0c472866e4e0fd3088cf5162165b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/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_06f2210c2bd0e05e", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 1390, + "total_tokens": 17935, + "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": 22084.48, + "sql_execution_elapsed_ms_total": 23.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d022dd5632cba410899ef70615181009f8e488a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/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": "2026-05-19T15:53:41.154431+00:00", + "ended_at": "2026-05-19T15:54:03.238936+00:00", + "elapsed_ms": 22084.48, + "prompt_metrics": { + "chars": 15668, + "bytes_utf8": 15668, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1217, + "bytes_utf8": 1217, + "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": 822, + "bytes_utf8": 822, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 1390, + "reasoning_output_tokens": 1162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d95e8b944afd1ff31ae1d10003e410f34f02dbb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=web_traffic, measure_col=having_IP_Address.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "web_traffic", + "measure_col": "having_IP_Address", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c9aff8242f9c14c3c97e11c7de182b1e68c8ab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-6127-7e03-b051-039224b93a69"} +{"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 \\\"web_traffic\\\",\\n CAST(\\\"having_IP_Address\\\" AS REAL) AS measure_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"web_traffic\\\"\\n ORDER BY CAST(\\\"having_IP_Address\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"web_traffic\\\") AS cnt\\n FROM \\\"c8\\\"\\n WHERE \\\"web_traffic\\\" IS NOT NULL\\n AND \\\"having_IP_Address\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"web_traffic\\\",\\n measure_value AS percentile_measure\\nFROM ranked\\nWHERE rn = ((9 * cnt) + 9) / 10\\nORDER BY percentile_measure DESC, \\\"web_traffic\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each \\\"web_traffic\\\" group and casts the TEXT measure column \\\"having_IP_Address\\\" to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":1390,"reasoning_output_tokens":1162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06f7122569264598eec8203ea07c14826ccd2db5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"web_traffic\",\n CAST(\"having_IP_Address\" AS REAL) AS measure_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"web_traffic\"\n ORDER BY CAST(\"having_IP_Address\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (PARTITION BY \"web_traffic\") AS cnt\n FROM \"c8\"\n WHERE \"web_traffic\" IS NOT NULL\n AND \"having_IP_Address\" IS NOT NULL\n)\nSELECT\n \"web_traffic\",\n measure_value AS percentile_measure\nFROM ranked\nWHERE rn = ((9 * cnt) + 9) / 10\nORDER BY percentile_measure DESC, \"web_traffic\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each \"web_traffic\" group and casts the TEXT measure column \"having_IP_Address\" to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_06f2210c2bd0e05e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06dce4cf0649dc6421824a1add604edcc78c3033 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15476, "bytes_utf8": 15476, "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": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16514, "cached_input_tokens": 15744, "output_tokens": 286, "reasoning_output_tokens": 189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..611a1b31eeec1ba170e99cee787342a363bd15aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/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_0708fb96fca3bad0", + "api_calls": 0, + "input_tokens": 16514, + "cached_input_tokens": 15744, + "output_tokens": 286, + "total_tokens": 16800, + "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": 8171.76, + "sql_execution_elapsed_ms_total": 4.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b289a98912d36f68f20ec032450ff54a90318465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/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": "2026-05-19T16:05:34.469337+00:00", + "ended_at": "2026-05-19T16:05:42.641127+00:00", + "elapsed_ms": 8171.76, + "prompt_metrics": { + "chars": 15476, + "bytes_utf8": 15476, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 716, + "bytes_utf8": 716, + "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": 363, + "bytes_utf8": 363, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16514, + "cached_input_tokens": 15744, + "output_tokens": 286, + "reasoning_output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc6887cf998c592ea7e9c51cd526dff13f6d0848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=having_IP_Address.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_IP_Address", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d456d7d00c14be9004816ca3559e5ce8477de58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4367-7e40-bf44-1364e9263aa8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"having_IP_Address\\\",\\n COUNT(*) AS support\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\"\\nORDER BY support ASC, \\\"having_IP_Address\\\"\\nLIMIT 19;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"having_IP_Address\\\" and returns the 19 lowest-support groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16514,"cached_input_tokens":15744,"output_tokens":286,"reasoning_output_tokens":189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5644875aebef27388bdd55a07559a07714d31b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"having_IP_Address\",\n COUNT(*) AS support\nFROM \"c8\"\nGROUP BY \"having_IP_Address\"\nORDER BY support ASC, \"having_IP_Address\"\nLIMIT 19;","notes":"Uses the Low-Support Group Count template with group_col bound to \"having_IP_Address\" and returns the 19 lowest-support groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f4614b38d5479dea74fc4b1bf63b921faab29e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15740, "bytes_utf8": 15740, "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": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16568, "cached_input_tokens": 12288, "output_tokens": 258, "reasoning_output_tokens": 150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1212c5a8f76dfb9fdb4fa781453811cb5d26e0b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/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_07a71c79e7536ffc", + "api_calls": 0, + "input_tokens": 16568, + "cached_input_tokens": 12288, + "output_tokens": 258, + "total_tokens": 16826, + "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": 8416.45, + "sql_execution_elapsed_ms_total": 9.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3c04c267d0049a368a25791c5f3cf52b52cae86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:15.671809+00:00", + "ended_at": "2026-05-19T16:01:24.088298+00:00", + "elapsed_ms": 8416.45, + "prompt_metrics": { + "chars": 15740, + "bytes_utf8": 15740, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16568, + "cached_input_tokens": 12288, + "output_tokens": 258, + "reasoning_output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..030558baeaa0e83378bc1f8087b85db496b175cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SSLfinal_State, condition_col=SSLfinal_State.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SSLfinal_State", + "condition_col": "SSLfinal_State", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7045727232214ad990acb987bb02a03c1b1aa25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-508d-7150-8e0d-dffc5d370d3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SSLfinal_State\\\",\\n AVG(CASE WHEN \\\"SSLfinal_State\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"SSLfinal_State\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"SSLfinal_State\\\" and condition_value fixed to '-1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16568,"cached_input_tokens":12288,"output_tokens":258,"reasoning_output_tokens":150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0570524dd997a8e481ff4f7327b7afca2cdb0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SSLfinal_State\",\n AVG(CASE WHEN \"SSLfinal_State\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"SSLfinal_State\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"SSLfinal_State\" and condition_value fixed to '-1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_07a71c79e7536ffc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1256fd871a47bf2bce8a6261410ec7a1faeaff92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15504, "bytes_utf8": 15504, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 4480, "output_tokens": 285, "reasoning_output_tokens": 174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bdb912721138afb99177c0677743f854ba223a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/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_08fa2b6aa41d46ef", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 4480, + "output_tokens": 285, + "total_tokens": 16792, + "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": 8825.2, + "sql_execution_elapsed_ms_total": 3.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42d4c3ef04b49353fe4ecd2a879464749ecb84c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:28.332432+00:00", + "ended_at": "2026-05-19T15:28:37.157662+00:00", + "elapsed_ms": 8825.2, + "prompt_metrics": { + "chars": 15504, + "bytes_utf8": 15504, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "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": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16507, + "cached_input_tokens": 4480, + "output_tokens": 285, + "reasoning_output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbecd44896993adab46c418fde6c23cb66c87dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_IP_Address, measure_col=having_IP_Address.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "having_IP_Address", + "measure_col": "having_IP_Address", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48817227505f0ad403600e3c73811c4aa748e314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-4bbf-7943-b695-cedba858ba40"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_IP_Address\\\", SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with \\\"having_IP_Address\\\" as both group and measure. Added CAST to REAL because the schema stores values as TEXT, and SQLite will then sum the numeric-coded values safely.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16507,"cached_input_tokens":4480,"output_tokens":285,"reasoning_output_tokens":174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..683c8bdd74096d13063e68cfb330c390d3eaa4cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"having_IP_Address\", SUM(CAST(\"having_IP_Address\" AS REAL)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_IP_Address\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required grouped-sum template with \"having_IP_Address\" as both group and measure. Added CAST to REAL because the schema stores values as TEXT, and SQLite will then sum the numeric-coded values safely."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_08fa2b6aa41d46ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..660f610ab8fd9f90e752e569f0fe6ebe3a009fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16308, "bytes_utf8": 16308, "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": 824, "bytes_utf8": 824, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16720, "cached_input_tokens": 15744, "output_tokens": 691, "reasoning_output_tokens": 467}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df58507e8eb66f78e30e125b468be573aab104c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/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_091dbf0d04f8c314", + "api_calls": 0, + "input_tokens": 16720, + "cached_input_tokens": 15744, + "output_tokens": 691, + "total_tokens": 17411, + "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": 13777.07, + "sql_execution_elapsed_ms_total": 9.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9437d14fe938866535c2671a10818e071accd1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:08.348752+00:00", + "ended_at": "2026-05-19T15:40:22.125861+00:00", + "elapsed_ms": 13777.07, + "prompt_metrics": { + "chars": 16308, + "bytes_utf8": 16308, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1223, + "bytes_utf8": 1223, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16720, + "cached_input_tokens": 15744, + "output_tokens": 691, + "reasoning_output_tokens": 467 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdbaefc97b61507b24ee16c097163ec69c9f2cab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=having_Sub_Domain, condition_col=having_Sub_Domain.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "having_Sub_Domain", + "condition_col": "having_Sub_Domain", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ff16aa142372806e0ccf9cc43c1768634672e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-fa38-7762-a1a4-6779acae6f9c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"having_Sub_Domain\\\",\\n SUM(CASE WHEN \\\"having_Sub_Domain\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"having_Sub_Domain\\\" = '0' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"having_Sub_Domain\\\"\\n)\\nSELECT\\n \\\"having_Sub_Domain\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applied the required template with group_col and condition_col both bound to \\\"having_Sub_Domain\\\". Because the grouping column and condition column are identical, groups without any '0' values will yield NULL ratios via NULLIF to avoid division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16720,"cached_input_tokens":15744,"output_tokens":691,"reasoning_output_tokens":467}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0877d0e9a42e286e024cae128f6df6e1b509663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"having_Sub_Domain\",\n SUM(CASE WHEN \"having_Sub_Domain\" = '1' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"having_Sub_Domain\" = '0' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c8\"\n GROUP BY \"having_Sub_Domain\"\n)\nSELECT\n \"having_Sub_Domain\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Applied the required template with group_col and condition_col both bound to \"having_Sub_Domain\". Because the grouping column and condition column are identical, groups without any '0' values will yield NULL ratios via NULLIF to avoid division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_091dbf0d04f8c314/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5e1e7d534d941f2a41976cfa3673f0c31bb1766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:05:26.832572+00:00", + "ended_at": "2026-05-19T16:05:34.467268+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_0b40cfd051bd67fb", + "problem_id": "v2p_c8_807e8d25e84834b8", + "dataset_id": "c8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=having_IP_Address.", + "bindings": { + "group_col": "having_IP_Address", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e11834dd13f59144c046ee4e2d27f27a9df3e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:30.073728+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3237.03, "started_at": "2026-05-19T16:05:26.835622+00:00", "ended_at": "2026-05-19T16:05:30.072688+00:00", "prompt_metrics": {"chars": 15474, "bytes_utf8": 15474, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-25e3-7380-affc-53f69338a0fe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:34.467180+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3391.49, "started_at": "2026-05-19T16:05:31.074749+00:00", "ended_at": "2026-05-19T16:05:34.466279+00:00", "prompt_metrics": {"chars": 15474, "bytes_utf8": 15474, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-3645-7f23-82e5-a6a9b4d8c915\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9840621d44049df916408ce233992b854ffcff2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15927, "bytes_utf8": 15927, "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": 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"input_tokens": 16635, + "cached_input_tokens": 12032, + "output_tokens": 1259, + "total_tokens": 17894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30542.86, + "sql_execution_elapsed_ms_total": 6.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7832d24638b747fdc6639bf906f44cd18e0e3ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:59.321925+00:00", + "ended_at": "2026-05-19T15:39:29.864808+00:00", + "elapsed_ms": 30542.86, + "prompt_metrics": { + "chars": 15927, + "bytes_utf8": 15927, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1639, + "bytes_utf8": 1639, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 906, + "bytes_utf8": 906, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16635, + "cached_input_tokens": 12032, + "output_tokens": 1259, + "reasoning_output_tokens": 1008 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52e1979de530bc22c6342f801d6bfe9311c23878 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=having_At_Symbol, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "having_At_Symbol", + "measure_col": "having_Sub_Domain", + "item_col": "double_slash_redirecting", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a5244a70ccdf1e96063d758d833efa126cc2c0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e3-ec68-7c63-bcf6-b70c78a31f3a"} +{"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 1985305, Requested 17270. Please try again in 77ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"having_At_Symbol\\\",\\n \\\"double_slash_redirecting\\\",\\n SUM(CAST(\\\"having_Sub_Domain\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"having_Sub_Domain\\\" AS REAL)) * 100.0 /\\n NULLIF(\\n SUM(SUM(CAST(\\\"having_Sub_Domain\\\" AS REAL))) OVER (PARTITION BY \\\"having_At_Symbol\\\"),\\n 0.0\\n ) AS \\\"share_within_group\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\", \\\"double_slash_redirecting\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Uses the requested within-group share template with group_col=\\\"having_At_Symbol\\\", item_col=\\\"double_slash_redirecting\\\", and measure_col=\\\"having_Sub_Domain\\\". The measure is cast from TEXT to REAL, and NULLIF guards against division by zero; interpret results cautiously because the measure is a signed discrete code, so shares are based on summed codes rather than row counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16635,"cached_input_tokens":12032,"output_tokens":1259,"reasoning_output_tokens":1008}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe1e2f9433b371f70a7610dd8ee2dd1dc05f48b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"having_At_Symbol\",\n \"double_slash_redirecting\",\n SUM(CAST(\"having_Sub_Domain\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"having_Sub_Domain\" AS REAL)) * 100.0 /\n NULLIF(\n SUM(SUM(CAST(\"having_Sub_Domain\" AS REAL))) OVER (PARTITION BY \"having_At_Symbol\"),\n 0.0\n ) AS \"share_within_group\"\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\", \"double_slash_redirecting\"\nORDER BY \"share_within_group\" DESC\nLIMIT 14;","notes":"Uses the requested within-group share template with group_col=\"having_At_Symbol\", item_col=\"double_slash_redirecting\", and measure_col=\"having_Sub_Domain\". The measure is cast from TEXT to REAL, and NULLIF guards against division by zero; interpret results cautiously because the measure is a signed discrete code, so shares are based on summed codes rather than row counts."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0ba14eb9606ee18e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6a9685205f574e3345ee300670e52d1b4ff2483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15894, "bytes_utf8": 15894, "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": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16625, "cached_input_tokens": 15744, "output_tokens": 691, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..26b78eb161b115121d2d1d10f554bd733660ab80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/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_0be4f6896d9d0cf3", + "api_calls": 0, + "input_tokens": 16625, + "cached_input_tokens": 15744, + "output_tokens": 691, + "total_tokens": 17316, + "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": 13092.55, + "sql_execution_elapsed_ms_total": 12.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7003f24fa43028a631d416d2d0a613a091a11dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:33.965808+00:00", + "ended_at": "2026-05-19T15:34:47.058388+00:00", + "elapsed_ms": 13092.55, + "prompt_metrics": { + "chars": 15894, + "bytes_utf8": 15894, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 987, + "bytes_utf8": 987, + "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": 604, + "bytes_utf8": 604, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16625, + "cached_input_tokens": 15744, + "output_tokens": 691, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91fae2ae8080bb43f251473339533544132ebfd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=web_traffic, measure_col=Google_Index.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "web_traffic", + "measure_col": "Google_Index", + "item_col": "Page_Rank", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..335818037ed88f2f663b18d7ae26e60b9c8af8ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-e016-7550-94e9-fdc6838bbfec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"web_traffic\\\",\\n \\\"Page_Rank\\\",\\n SUM(CAST(\\\"Google_Index\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Google_Index\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Google_Index\\\" AS REAL))) OVER (PARTITION BY \\\"web_traffic\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"web_traffic\\\", \\\"Page_Rank\\\"\\nORDER BY share_within_group DESC\\nLIMIT 15;\",\"notes\":\"Uses the requested template with group_col=\\\"web_traffic\\\", item_col=\\\"Page_Rank\\\", and measure_col=\\\"Google_Index\\\". CAST is added because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16625,"cached_input_tokens":15744,"output_tokens":691,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0862410d62aa3cc5d05df6f0705f332da43bfdb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"web_traffic\",\n \"Page_Rank\",\n SUM(CAST(\"Google_Index\" AS REAL)) AS total_measure,\n SUM(CAST(\"Google_Index\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Google_Index\" AS REAL))) OVER (PARTITION BY \"web_traffic\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"web_traffic\", \"Page_Rank\"\nORDER BY share_within_group DESC\nLIMIT 15;","notes":"Uses the requested template with group_col=\"web_traffic\", item_col=\"Page_Rank\", and measure_col=\"Google_Index\". CAST is added because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0be4f6896d9d0cf3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f283889ee7f02d4ed78f67864bef862a808a65da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15549, "bytes_utf8": 15549, "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": 15549, "bytes_utf8": 15549, "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": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16513, "cached_input_tokens": 15744, "output_tokens": 645, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..963ae4dba475e49afa30d5950502dc7139480eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_0e7d52a6d09be5e6", + "api_calls": 0, + "input_tokens": 16513, + "cached_input_tokens": 15744, + "output_tokens": 645, + "total_tokens": 17158, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16870.82, + "sql_execution_elapsed_ms_total": 24.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a48398e08dbe9876647fd1cd492441be3cfdd2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:05.211280+00:00", + "ended_at": "2026-05-19T16:07:08.499886+00:00", + "elapsed_ms": 3288.58, + "returncode": 1, + "prompt_metrics": { + "chars": 15549, + "bytes_utf8": 15549, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13428f6708a72efc60020fdaa203e227a99a9fe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:09.501929+00:00", + "ended_at": "2026-05-19T16:07:23.084205+00:00", + "elapsed_ms": 13582.24, + "prompt_metrics": { + "chars": 15549, + "bytes_utf8": 15549, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 861, + "bytes_utf8": 861, + "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": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16513, + "cached_input_tokens": 15744, + "output_tokens": 645, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f49816192205e12141f7c139519b92da53f04453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=port, measure_col=RightClick.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "port", + "measure_col": "RightClick", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f49816192205e12141f7c139519b92da53f04453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=port, measure_col=RightClick.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "port", + "measure_col": "RightClick", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5143e50fb8cec899ed48ac11816e3d76b0d79d1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a5f9-79d3-9d4f-2380d2e841a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78a3c83d0daa1ae4e24e28aafe7ecf50f6f538e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a5f9-79d3-9d4f-2380d2e841a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c6c449d708b7455a717e8ae9cce72ce0a8114c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b6cc-7933-9c42-2a942d7948cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"port\\\",\\n AVG(CAST(\\\"RightClick\\\" AS REAL)) OVER (PARTITION BY \\\"port\\\") AS avg_measure\\nFROM \\\"c8\\\"\\nWHERE \\\"port\\\" IS NOT NULL\\n AND \\\"RightClick\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested window-partition-average template with group_col=\\\"port\\\" and measure_col=\\\"RightClick\\\". CAST is applied because the schema stores values as TEXT, and NULLs are filtered for a stable aggregate view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16513,"cached_input_tokens":15744,"output_tokens":645,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6290f28a2c3ba9e8ba9f7a5b7ec18ab0a7b951db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"port\",\n AVG(CAST(\"RightClick\" AS REAL)) OVER (PARTITION BY \"port\") AS avg_measure\nFROM \"c8\"\nWHERE \"port\" IS NOT NULL\n AND \"RightClick\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Uses the requested window-partition-average template with group_col=\"port\" and measure_col=\"RightClick\". CAST is applied because the schema stores values as TEXT, and NULLs are filtered for a stable aggregate view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0e7d52a6d09be5e6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9c5d01ee2313896b7bb13bea9a5e687219f424a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15921, "bytes_utf8": 15921, "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": 759, "bytes_utf8": 759, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16627, "cached_input_tokens": 15744, "output_tokens": 592, "reasoning_output_tokens": 399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..277ecbdcbc7fba02788a140c275b61755dac7f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/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_0f10177b602771b1", + "api_calls": 0, + "input_tokens": 16627, + "cached_input_tokens": 15744, + "output_tokens": 592, + "total_tokens": 17219, + "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": 11473.61, + "sql_execution_elapsed_ms_total": 8.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4638cf61e175ee0ad4c12760f7f12c08bbe520f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:31.736598+00:00", + "ended_at": "2026-05-19T15:35:43.210244+00:00", + "elapsed_ms": 11473.61, + "prompt_metrics": { + "chars": 15921, + "bytes_utf8": 15921, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1143, + "bytes_utf8": 1143, + "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": 759, + "bytes_utf8": 759, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16627, + "cached_input_tokens": 15744, + "output_tokens": 592, + "reasoning_output_tokens": 399 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ca1cfb839346ffd4fa6691b120695eea33dea44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Google_Index, measure_col=Statistical_report.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Google_Index", + "measure_col": "Statistical_report", + "item_col": "Links_pointing_to_page", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..763bf5712698ccc382eec9b1e65f4226fb7f4409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-c1b4-71d1-87e3-76d97ba0038c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Google_Index\\\", \\\"Links_pointing_to_page\\\",\\n SUM(CAST(\\\"Statistical_report\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Statistical_report\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Statistical_report\\\" AS REAL))) OVER (PARTITION BY \\\"Google_Index\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Google_Index\\\", \\\"Links_pointing_to_page\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"Google_Index\\\", item_col=\\\"Links_pointing_to_page\\\", and measure_col=\\\"Statistical_report\\\". CAST to REAL is included because the schema stores these numeric-coded values as TEXT; shares are signed because \\\"Statistical_report\\\" contains values like -1 and 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16627,"cached_input_tokens":15744,"output_tokens":592,"reasoning_output_tokens":399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b42d50b623e17ea8e740b68acfb7fbfe719fd508 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Google_Index\", \"Links_pointing_to_page\",\n SUM(CAST(\"Statistical_report\" AS REAL)) AS total_measure,\n SUM(CAST(\"Statistical_report\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Statistical_report\" AS REAL))) OVER (PARTITION BY \"Google_Index\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Google_Index\", \"Links_pointing_to_page\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with group_col=\"Google_Index\", item_col=\"Links_pointing_to_page\", and measure_col=\"Statistical_report\". CAST to REAL is included because the schema stores these numeric-coded values as TEXT; shares are signed because \"Statistical_report\" contains values like -1 and 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f10177b602771b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b82b81e3fbb22e5a6078f0a4ad271f24628c6b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15728, "bytes_utf8": 15728, "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": 529, "bytes_utf8": 531, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16564, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..737e7e1ad15dc40ad4e987f8e64b2d3b30bf8527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/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_0f158b66d765df19", + "api_calls": 0, + "input_tokens": 16564, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 16882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8628.85, + "sql_execution_elapsed_ms_total": 7.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f44d6912665daa46d1034a640cd19a5b700c598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:26.878375+00:00", + "ended_at": "2026-05-19T16:02:35.507260+00:00", + "elapsed_ms": 8628.85, + "prompt_metrics": { + "chars": 15728, + "bytes_utf8": 15728, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 884, + "bytes_utf8": 886, + "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": 529, + "bytes_utf8": 531, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16564, + "cached_input_tokens": 12032, + "output_tokens": 318, + "reasoning_output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2faf0ff43593671efe401fc25700ad7b9d0956bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=HTTPS_token, condition_col=HTTPS_token.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "HTTPS_token", + "condition_col": "HTTPS_token", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe7c359cc55838127338cbc33e31714d77ac187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-66d5-7110-a8cf-d5c70c161355"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"HTTPS_token\\\",\\n AVG(CASE WHEN \\\"HTTPS_token\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"HTTPS_token\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template exactly with group_col and condition_col both bound to \\\"HTTPS_token\\\" and condition_value bound to '-1'. Because the grouping and condition use the same column, each group’s rate will be 1.0 for \\\"HTTPS_token\\\"='-1' and 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16564,"cached_input_tokens":12032,"output_tokens":318,"reasoning_output_tokens":178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bfe34c1b213809e0b5350980a1cc194738d7abc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"HTTPS_token\",\n AVG(CASE WHEN \"HTTPS_token\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"HTTPS_token\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template exactly with group_col and condition_col both bound to \"HTTPS_token\" and condition_value bound to '-1'. Because the grouping and condition use the same column, each group’s rate will be 1.0 for \"HTTPS_token\"='-1' and 0.0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f158b66d765df19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed9758b0bf522093fd243eeb65cb3edd605102a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=double_slash_redirecting, condition_col=double_slash_redirecting. +Result preview: [{"double_slash_redirecting": "1", "condition_rate": 1.0}, {"double_slash_redirecting": "-1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..275933ca014eeb2269434236c535298f9013c67d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c8_0f29e6d8eb0b7d74 +-- problem_id: v2p_c8_ddfb3463a545a61f +-- realization_mode: agent +-- source_kind: agent +SELECT "double_slash_redirecting", + AVG(CASE WHEN "double_slash_redirecting" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c8" +GROUP BY "double_slash_redirecting" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c607c7e5a90134d9eed3c40ea6ad308563df466f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"double_slash_redirecting\",\n AVG(CASE WHEN \"double_slash_redirecting\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"double_slash_redirecting\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"double_slash_redirecting\\\",\\n AVG(CASE WHEN \\\"double_slash_redirecting\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"double_slash_redirecting\", \"condition_rate\"], \"rows\": [{\"double_slash_redirecting\": \"1\", \"condition_rate\": 1.0}, {\"double_slash_redirecting\": \"-1\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf8e31c35c6110c5a1dc7d0dd7a1a5a16d67a091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:00:00.461516+00:00", + "ended_at": "2026-05-19T16:00:09.745257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_0f29e6d8eb0b7d74", + "problem_id": "v2p_c8_ddfb3463a545a61f", + "dataset_id": "c8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=double_slash_redirecting, condition_col=double_slash_redirecting.", + "bindings": { + "group_col": "double_slash_redirecting", + "condition_col": "double_slash_redirecting", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_0f29e6d8eb0b7d74.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_0f29e6d8eb0b7d74", + "api_calls": 0, + "input_tokens": 16576, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 16894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9275.65, + "sql_execution_elapsed_ms_total": 3.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b56e0fb46af13879d2288678d00b7b681c68971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:09.739770+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9275.65, "started_at": "2026-05-19T16:00:00.463303+00:00", "ended_at": "2026-05-19T16:00:09.738983+00:00", "prompt_metrics": {"chars": 15768, "bytes_utf8": 15768, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16576, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 203}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"double_slash_redirecting\\\",\\n AVG(CASE WHEN \\\"double_slash_redirecting\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"double_slash_redirecting\\\" and condition_value fixed to '1'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d82f7c778edaf8aab35e3179a2b52d5087ef24b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_0f29e6d8eb0b7d74", + "api_calls": 0, + "input_tokens": 16576, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 16894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9275.65, + "sql_execution_elapsed_ms_total": 3.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c5f0a40f24b02c0298cbd28f76a2bd2e71b7b07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15670, "bytes_utf8": 15670, "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": 893, "bytes_utf8": 893, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 774, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a74668aebed98ab873796bb56275cdcddd6aa08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/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_101efd0ec02fa4e4", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 774, + "total_tokens": 17319, + "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": 19624.97, + "sql_execution_elapsed_ms_total": 32.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b297ed4afbdd696d1bd94bda3b02bd5b3f25c71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:18.729511+00:00", + "ended_at": "2026-05-19T15:51:38.354513+00:00", + "elapsed_ms": 19624.97, + "prompt_metrics": { + "chars": 15670, + "bytes_utf8": 15670, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1669, + "bytes_utf8": 1669, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 893, + "bytes_utf8": 893, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 774, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9076986a8dbef0f99e7636ed7881808a151cee3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Iframe, measure_col=Links_pointing_to_page.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Iframe", + "measure_col": "Links_pointing_to_page", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25ad0c6aac0e0d6f63b7b02afce043ad615121ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ef-34d8-7070-96b7-240193ebc6b9"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17180. Please try again in 515ms. 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_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Iframe\\\",\\n CAST(\\\"Links_pointing_to_page\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"Iframe\\\"\\n ORDER BY CAST(\\\"Links_pointing_to_page\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Iframe\\\" IS NOT NULL\\n AND \\\"Links_pointing_to_page\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"Iframe\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cd\\\" >= 0.9\\n GROUP BY \\\"Iframe\\\"\\n)\\nSELECT\\n \\\"Iframe\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Iframe\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to approximate the 0.9 percentile point per \\\"Iframe\\\" group and casts the TEXT measure column to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":774,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9fb7b2f3b03f5d89be7cebab036850f7edf8ae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Iframe\",\n CAST(\"Links_pointing_to_page\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"Iframe\"\n ORDER BY CAST(\"Links_pointing_to_page\" AS REAL)\n ) AS \"cd\"\n FROM \"c8\"\n WHERE \"Iframe\" IS NOT NULL\n AND \"Links_pointing_to_page\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"Iframe\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cd\" >= 0.9\n GROUP BY \"Iframe\"\n)\nSELECT\n \"Iframe\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC, \"Iframe\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to approximate the 0.9 percentile point per \"Iframe\" group and casts the TEXT measure column to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_101efd0ec02fa4e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8de6002b5e0b41a59fa198d24f766df8742d6765 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15669, "bytes_utf8": 15669, "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": 596, "bytes_utf8": 596, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16562, "cached_input_tokens": 15744, "output_tokens": 487, "reasoning_output_tokens": 330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65ac8ae47d12eb43147e0a1d2042dc8f5f95502f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/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_1327599cda11320f", + "api_calls": 0, + "input_tokens": 16562, + "cached_input_tokens": 15744, + "output_tokens": 487, + "total_tokens": 17049, + "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": 10499.42, + "sql_execution_elapsed_ms_total": 13.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..707454c75fe18f6099dda824f3c0acceca6ffbf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:57.632274+00:00", + "ended_at": "2026-05-19T15:45:08.131717+00:00", + "elapsed_ms": 10499.42, + "prompt_metrics": { + "chars": 15669, + "bytes_utf8": 15669, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 956, + "bytes_utf8": 956, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 596, + "bytes_utf8": 596, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16562, + "cached_input_tokens": 15744, + "output_tokens": 487, + "reasoning_output_tokens": 330 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d54b8e619c6eb2765d3e563c1e93a873c0845412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=double_slash_redirecting.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "double_slash_redirecting", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d38b1b4bfe52075113f77022c6865496da4bcf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-6427-7f93-9d1d-d43e5531aedc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"double_slash_redirecting\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"double_slash_redirecting\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"double_slash_redirecting\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"double_slash_redirecting\\\" AS REAL) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"double_slash_redirecting\\\" and num_tiles=10. Casts the TEXT column to REAL so the tail bucket reflects numeric rather than lexicographic ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16562,"cached_input_tokens":15744,"output_tokens":487,"reasoning_output_tokens":330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7e5f5b14bcded9ee815e4b19d1d02255ea4415f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"double_slash_redirecting\",\n NTILE(10) OVER (ORDER BY CAST(\"double_slash_redirecting\" AS REAL) DESC) AS tail_bucket\n FROM \"c8\"\n)\nSELECT \"double_slash_redirecting\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"double_slash_redirecting\" AS REAL) DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"double_slash_redirecting\" and num_tiles=10. Casts the TEXT column to REAL so the tail bucket reflects numeric rather than lexicographic ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1327599cda11320f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8c25cbf8c888399a68c506825f8e6afa4524d69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=HTTPS_token. +Result preview: [{"HTTPS_token": "1"}, {"HTTPS_token": "1"}, {"HTTPS_token": "1"}, {"HTTPS_token": "1"}, {"HTTPS_token": "1"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6003b4fee996deb93bba4b95f7bdac15f09a4f22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c8_1782d23cd4ef9657 +-- problem_id: v2p_c8_4db0d5a308658bbd +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "HTTPS_token", + NTILE(10) OVER (ORDER BY CAST("HTTPS_token" AS NUMERIC) DESC) AS "tail_bucket" + FROM "c8" +) +SELECT "HTTPS_token" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("HTTPS_token" AS NUMERIC) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ab7a934709a4ca97bc9da4ab7470c6a0dd7a921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"HTTPS_token\",\n NTILE(10) OVER (ORDER BY CAST(\"HTTPS_token\" AS NUMERIC) DESC) AS \"tail_bucket\"\n FROM \"c8\"\n)\nSELECT \"HTTPS_token\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"HTTPS_token\" AS NUMERIC) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"HTTPS_token\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"HTTPS_token\\\" AS NUMERIC) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"HTTPS_token\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"HTTPS_token\\\" AS NUMERIC) DESC;\", \"columns\": [\"HTTPS_token\"], \"rows\": [{\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}, {\"HTTPS_token\": \"1\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39d6691856bf72c6c444763a4a6858912783fd84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:46:32.533328+00:00", + "ended_at": "2026-05-19T15:46:44.772958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_1782d23cd4ef9657", + "problem_id": "v2p_c8_4db0d5a308658bbd", + "dataset_id": "c8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=HTTPS_token.", + "bindings": { + "measure_col": "HTTPS_token", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_1782d23cd4ef9657.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1782d23cd4ef9657", + "api_calls": 0, + "input_tokens": 16556, + "cached_input_tokens": 15744, + "output_tokens": 553, + "total_tokens": 17109, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12217.02, + "sql_execution_elapsed_ms_total": 16.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a19dcb9b054b1c26109e89bbefd1c2ffd99af5cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:44.753859+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12217.02, "started_at": "2026-05-19T15:46:32.535470+00:00", "ended_at": "2026-05-19T15:46:44.752529+00:00", "prompt_metrics": {"chars": 15644, "bytes_utf8": 15644, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16556, "cached_input_tokens": 15744, "output_tokens": 553, "reasoning_output_tokens": 395}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"HTTPS_token\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"HTTPS_token\\\" AS NUMERIC) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"HTTPS_token\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"HTTPS_token\\\" AS NUMERIC) DESC;\",\"notes\":\"Applied tpl_m4_quantile_tail_slice with measure_col=\\\"HTTPS_token\\\" and num_tiles=10. Because \\\"HTTPS_token\\\" is stored as TEXT in SQLite, the query casts it to NUMERIC for tail-bucket ordering.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d73014b3f5dbe8f823424bbb69034ac524cd6e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1782d23cd4ef9657", + "api_calls": 0, + "input_tokens": 16556, + "cached_input_tokens": 15744, + "output_tokens": 553, + "total_tokens": 17109, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12217.02, + "sql_execution_elapsed_ms_total": 16.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b166196f34052ed5bde69a63e8b128c866dc3784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:04.446905+00:00", + "ended_at": "2026-05-19T16:08:07.641585+00:00", + "elapsed_ms": 3194.65, + "returncode": 1, + "prompt_metrics": { + "chars": 15554, + "bytes_utf8": 15554, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..243cee1ac40ddc1ad5127d51306cecb5985e72f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:08.643221+00:00", + "ended_at": "2026-05-19T16:08:11.624827+00:00", + "elapsed_ms": 2981.57, + "returncode": 1, + "prompt_metrics": { + "chars": 15554, + "bytes_utf8": 15554, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a145bd1b0ca7cf981ed4715ed4f4729655ae88ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Request_URL, measure_col=Iframe.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Request_URL", + "measure_col": "Iframe", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a145bd1b0ca7cf981ed4715ed4f4729655ae88ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Request_URL, measure_col=Iframe.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Request_URL", + "measure_col": "Iframe", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5c7d075d998f8c1933a4a5f9789926ae8acffe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8d68-7e10-8593-08a5ef97b2ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8206195f9f371bb36c58aedd0e445048d7d7454c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8d68-7e10-8593-08a5ef97b2ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac3b74aa8b22d3cfcf67101574d5a1de85b7087e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9dcc-7752-a628-f4a45a422f98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d310476e9d8a5d822f0f6536c639a9be83105b87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9dcc-7752-a628-f4a45a422f98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_17e61aea8deaff4d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c624ae1f5093d12c52d8458d844d843eb4fa470a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:23.114616+00:00", + "ended_at": "2026-05-19T16:07:27.175488+00:00", + "elapsed_ms": 4060.84, + "returncode": 1, + "prompt_metrics": { + "chars": 15548, + "bytes_utf8": 15548, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acdcaa56f28be5cb17df30165e45c36d4ed387f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:28.177875+00:00", + "ended_at": "2026-05-19T16:07:31.410770+00:00", + "elapsed_ms": 3232.86, + "returncode": 1, + "prompt_metrics": { + "chars": 15548, + "bytes_utf8": 15548, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..458351824bbac59b3e3a64612c34603dc7f43541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=port, measure_col=RightClick.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "port", + "measure_col": "RightClick", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..458351824bbac59b3e3a64612c34603dc7f43541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=port, measure_col=RightClick.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "port", + "measure_col": "RightClick", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec718569c86894970a441b8fd0773910c560d78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ebda-7a51-ba6b-d315789d0ffd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84becc5615cda9230db78c3feef7b92e2bce094d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ebda-7a51-ba6b-d315789d0ffd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df6af421650da76d7751925d432ec88db6c3e82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ffb2-7020-aac5-a92e25eaad6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bc9645db68824ea20b090e647c787b2409e47a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ffb2-7020-aac5-a92e25eaad6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_18e8065e8f1086dc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e14602d9da946746ff969636d4ae48d0c9745381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Result. +Result preview: [{"DNSRecord": "-1", "percentile_measure": 1.0}, {"DNSRecord": "1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5db158ddfb5f87fe63c6e783119343bb34b6c373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"DNSRecord\", \"percentile_measure\"], \"rows\": [{\"DNSRecord\": \"-1\", \"percentile_measure\": 1.0}, {\"DNSRecord\": \"1\", \"percentile_measure\": 1.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78a64e489eb5ebd6da5ddc13c8eed5a4a90e9fc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:52:19.894388+00:00", + "ended_at": "2026-05-19T15:52:53.714549+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_1922d40bec5cfef5", + "problem_id": "v2p_c8_de022382133f1941", + "dataset_id": "c8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Result.", + "bindings": { + "group_col": "DNSRecord", + "measure_col": "Result", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_1922d40bec5cfef5.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1922d40bec5cfef5", + "api_calls": 0, + "input_tokens": 16539, + "cached_input_tokens": 15744, + "output_tokens": 1540, + "total_tokens": 18079, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32773.11, + "sql_execution_elapsed_ms_total": 38.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b506578449b8bfc39cf1fc1270094a8440c062d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:52:23.377522+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3479.65, "started_at": "2026-05-19T15:52:19.896351+00:00", "ended_at": "2026-05-19T15:52:23.376034+00:00", "prompt_metrics": {"chars": 15644, "bytes_utf8": 15644, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f0-23c7-7a70-91df-16bc53821f77\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:52:53.673716+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 29293.46, "started_at": "2026-05-19T15:52:24.379339+00:00", "ended_at": "2026-05-19T15:52:53.672839+00:00", "prompt_metrics": {"chars": 15644, "bytes_utf8": 15644, "lines": 468, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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).\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca9eac1a53f3512907b83fed85eb6dde08f25d35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15786, "bytes_utf8": 15786, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16600, "cached_input_tokens": 12032, "output_tokens": 591, "reasoning_output_tokens": 464}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcdccd8b842ed23a503f585199115cc73ffeb7b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/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_1ab8620762be3a8f", + "api_calls": 0, + "input_tokens": 16600, + "cached_input_tokens": 12032, + "output_tokens": 591, + "total_tokens": 17191, + "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": 15368.01, + "sql_execution_elapsed_ms_total": 7.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2406b815c5d3914c51e07a22431b7fdbe680a2b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:27.170919+00:00", + "ended_at": "2026-05-19T15:43:42.538967+00:00", + "elapsed_ms": 15368.01, + "prompt_metrics": { + "chars": 15786, + "bytes_utf8": 15786, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "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": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16600, + "cached_input_tokens": 12032, + "output_tokens": 591, + "reasoning_output_tokens": 464 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..897ca233dec177117a7d541e151ae99aefe75628 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=DNSRecord.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "DNSRecord", + "predicate_col": "popUpWidnow", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b256e1bbdb42440ff7e651551d65d99a9dca6458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-02bc-7393-bfe8-b35abb67632e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"DNSRecord\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"popUpWidnow\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"DNSRecord\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the planned filtered two-dimensional group-count template on \\\"URL_Length\\\" and \\\"DNSRecord\\\", with a numeric cast on \\\"popUpWidnow\\\" because the SQLite schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16600,"cached_input_tokens":12032,"output_tokens":591,"reasoning_output_tokens":464}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5390849be2aa6d483391c83761e32cfbd22d292e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"DNSRecord\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nWHERE CAST(\"popUpWidnow\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"DNSRecord\"\nORDER BY \"row_count\" DESC;","notes":"Applies the planned filtered two-dimensional group-count template on \"URL_Length\" and \"DNSRecord\", with a numeric cast on \"popUpWidnow\" because the SQLite schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1ab8620762be3a8f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cec0dd0e9d3578420401c37ea34bc85e18b735df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15672, "bytes_utf8": 15672, "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": 2231, "bytes_utf8": 2231, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 4940, "reasoning_output_tokens": 4197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..262f93d360328e1497982d61a4a7cb3f93d18452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/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_1b1b4699947b2c23", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 4940, + "total_tokens": 21485, + "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": 64277.69, + "sql_execution_elapsed_ms_total": 33.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43707d9a329dacc8619e483df1b15fc023d35b35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:03.268500+00:00", + "ended_at": "2026-05-19T15:55:07.546228+00:00", + "elapsed_ms": 64277.69, + "prompt_metrics": { + "chars": 15672, + "bytes_utf8": 15672, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2963, + "bytes_utf8": 2963, + "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": 2231, + "bytes_utf8": 2231, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 4940, + "reasoning_output_tokens": 4197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82e48716ced632e6c5d82d8092dcc77597948dba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=web_traffic, measure_col=having_IP_Address.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "web_traffic", + "measure_col": "having_IP_Address", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9274d2596959cc2c56386566e30219096b107014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-b794-7d00-8ca0-48ef4fa9b5e3"} +{"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 \\\"web_traffic\\\",\\n CAST(\\\"having_IP_Address\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"web_traffic\\\"\\n ORDER BY CAST(\\\"having_IP_Address\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"web_traffic\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"web_traffic\\\" IS NOT NULL\\n AND \\\"having_IP_Address\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"web_traffic\\\",\\n \\\"cnt\\\",\\n 1.0 + 0.95 * (\\\"cnt\\\" - 1) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)\\n + CASE\\n WHEN 1.0 + 0.95 * (\\\"cnt\\\" - 1) > CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"web_traffic\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n + (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n - MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS \\\"p\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"web_traffic\\\" = \\\"p\\\".\\\"web_traffic\\\"\\n AND \\\"r\\\".\\\"rn\\\" IN (\\\"p\\\".\\\"lower_rn\\\", \\\"p\\\".\\\"upper_rn\\\")\\nWHERE \\\"p\\\".\\\"cnt\\\" >= 5\\nGROUP BY\\n \\\"p\\\".\\\"web_traffic\\\",\\n \\\"p\\\".\\\"cnt\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"p\\\".\\\"web_traffic\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates grouped 95th-percentile continuous interpolation for having_IP_Address within each web_traffic group after casting the text-coded values to REAL. It also applies the provided minimum group size of 5; the target column having_At_Symbol is not included because the fixed template bindings only expose group_col and measure_col.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":4940,"reasoning_output_tokens":4197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d4167ab167433cdbf5ce60793942f61ffbd38d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"web_traffic\",\n CAST(\"having_IP_Address\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"web_traffic\"\n ORDER BY CAST(\"having_IP_Address\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"web_traffic\"\n ) AS \"cnt\"\n FROM \"c8\"\n WHERE \"web_traffic\" IS NOT NULL\n AND \"having_IP_Address\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"web_traffic\",\n \"cnt\",\n 1.0 + 0.95 * (\"cnt\" - 1) AS \"pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)\n + CASE\n WHEN 1.0 + 0.95 * (\"cnt\" - 1) > CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"p\".\"web_traffic\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n + (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure_value\" END)\n - MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\" AS \"p\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"web_traffic\" = \"p\".\"web_traffic\"\n AND \"r\".\"rn\" IN (\"p\".\"lower_rn\", \"p\".\"upper_rn\")\nWHERE \"p\".\"cnt\" >= 5\nGROUP BY\n \"p\".\"web_traffic\",\n \"p\".\"cnt\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC, \"p\".\"web_traffic\";","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates grouped 95th-percentile continuous interpolation for having_IP_Address within each web_traffic group after casting the text-coded values to REAL. It also applies the provided minimum group size of 5; the target column having_At_Symbol is not included because the fixed template bindings only expose group_col and measure_col."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1b1b4699947b2c23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e3ff42c4b0c8c8e07799f569139e55b4a883fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Abnormal_URL, measure_col=age_of_domain. +Result preview: [{"Abnormal_URL": "1", "group_value": 450.0}, {"Abnormal_URL": "-1", "group_value": 227.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98c66d472cc2a58b7eb1460c37247fa07f04f598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c8_1cb54972784722bd +-- problem_id: v2p_c8_b77830dd8be4e4dc +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Abnormal_URL", SUM(CAST("age_of_domain" AS REAL)) AS "group_value" + FROM "c8" + GROUP BY "Abnormal_URL" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Abnormal_URL", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c259b290dc6f09b5e178c3381a3b7034bb379698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"Abnormal_URL\", SUM(CAST(\"age_of_domain\" AS REAL)) AS \"group_value\"\n FROM \"c8\"\n GROUP BY \"Abnormal_URL\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"Abnormal_URL\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Abnormal_URL\\\", SUM(CAST(\\\"age_of_domain\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Abnormal_URL\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Abnormal_URL\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"Abnormal_URL\", \"group_value\"], \"rows\": [{\"Abnormal_URL\": \"1\", \"group_value\": 450.0}, {\"Abnormal_URL\": \"-1\", \"group_value\": 227.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5401db2cf31c0921cf9057e4d0dfaa7768577068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:49:51.038968+00:00", + "ended_at": "2026-05-19T15:50:04.382712+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_1cb54972784722bd", + "problem_id": "v2p_c8_b77830dd8be4e4dc", + "dataset_id": "c8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Abnormal_URL, measure_col=age_of_domain.", + "bindings": { + "group_col": "Abnormal_URL", + "measure_col": "age_of_domain", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_1cb54972784722bd.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1cb54972784722bd", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 559, + "total_tokens": 17204, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13334.68, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..919085e9cdd6af96806dd59ba5254d762ead306b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:04.376692+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13334.68, "started_at": "2026-05-19T15:49:51.041181+00:00", "ended_at": "2026-05-19T15:50:04.375885+00:00", "prompt_metrics": {"chars": 16040, "bytes_utf8": 16040, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 15744, "output_tokens": 559, "reasoning_output_tokens": 357}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Abnormal_URL\\\", SUM(CAST(\\\"age_of_domain\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Abnormal_URL\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Abnormal_URL\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\\\"Abnormal_URL\\\" and measure_col=\\\"age_of_domain\\\". CAST is applied because the schema stores these numeric-discrete values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b82fc9a35727b1447c2dc6a0a391d48ed40508f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1cb54972784722bd", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 559, + "total_tokens": 17204, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13334.68, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d033e1cb056b036dbfff1badeb9c9874795bfc47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:06:29.529084+00:00", + "ended_at": "2026-05-19T16:06:37.635753+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_1dca15f524ef2e5e", + "problem_id": "v2p_c8_beac1fbef7966c6a", + "dataset_id": "c8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Domain_registeration_length, measure_col=Abnormal_URL.", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Abnormal_URL", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa6c4a84d90176af19399d5ec3a1d65092eb850f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:33.285270+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3753.74, "started_at": "2026-05-19T16:06:29.530785+00:00", "ended_at": "2026-05-19T16:06:33.284545+00:00", "prompt_metrics": {"chars": 15599, "bytes_utf8": 15599, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-1acf-7af0-818a-34e3236acc6e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:37.635568+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3347.86, "started_at": "2026-05-19T16:06:34.286579+00:00", "ended_at": "2026-05-19T16:06:37.634479+00:00", "prompt_metrics": {"chars": 15599, "bytes_utf8": 15599, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-2d3f-7ca0-81c5-fc94822feac7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7973dc6d75c4e40ec877bc6a6ea02b0c071465b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15414, "bytes_utf8": 15414, "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": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16494, "cached_input_tokens": 12032, "output_tokens": 494, "reasoning_output_tokens": 384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c82c15f0a6fb4a2d361524a9129360987260651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/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_1dfb8e84fadd304e", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 494, + "total_tokens": 16988, + "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": 11027.64, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8dee0086fd1c77a1fe2befb965c2091ea8103e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:35.520551+00:00", + "ended_at": "2026-05-19T16:02:46.548232+00:00", + "elapsed_ms": 11027.64, + "prompt_metrics": { + "chars": 15414, + "bytes_utf8": 15414, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "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": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 494, + "reasoning_output_tokens": 384 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f64f93ae49c7baadaaa1b68cb9e18ec9fb9869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_domain.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age_of_domain", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4b61504ef7aff69cd3b1fb9994d91ee8f7f9a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-8884-7be0-8458-dc25d70a3348"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age_of_domain\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"age_of_domain\\\" and measure_threshold fixed at 1.0. Casted the TEXT column to REAL for a SQLite-safe numeric threshold comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16494,"cached_input_tokens":12032,"output_tokens":494,"reasoning_output_tokens":384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75742f390664a110e548de02d797a82949fb7e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age_of_domain\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c8\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"age_of_domain\" and measure_threshold fixed at 1.0. Casted the TEXT column to REAL for a SQLite-safe numeric threshold comparison."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dfb8e84fadd304e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b6287e7161c4640490ff3261f6fe2d5b9fd3767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Google_Index, measure_col=Shortining_Service. +Result preview: [{"Google_Index": "-1", "percentile_measure": 1.0}, {"Google_Index": "1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7d1d6bda3a9bb60b6a289974a3785062c54eb31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c8_22a3affa76d6d00b +-- problem_id: v2p_c8_0176641c024d0b97 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Google_Index", + CAST("Shortining_Service" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Google_Index" + ORDER BY CAST("Shortining_Service" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Google_Index") AS "cnt" + FROM "c8" + WHERE "Google_Index" IS NOT NULL + AND "Shortining_Service" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Google_Index", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "Google_Index", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC, "Google_Index"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38336c12a59a67f810f9b95ba3f909eed9dd6407 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Google_Index\",\n CAST(\"Shortining_Service\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Google_Index\"\n ORDER BY CAST(\"Shortining_Service\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Google_Index\") AS \"cnt\"\n FROM \"c8\"\n WHERE \"Google_Index\" IS NOT NULL\n AND \"Shortining_Service\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Google_Index\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"Google_Index\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"Google_Index\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Google_Index\\\",\\n CAST(\\\"Shortining_Service\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Google_Index\\\"\\n ORDER BY CAST(\\\"Shortining_Service\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Google_Index\\\") AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Google_Index\\\" IS NOT NULL\\n AND \\\"Shortining_Service\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Google_Index\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"Google_Index\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Google_Index\\\";\", \"columns\": [\"Google_Index\", \"percentile_measure\"], \"rows\": [{\"Google_Index\": \"-1\", \"percentile_measure\": 1.0}, {\"Google_Index\": \"1\", \"percentile_measure\": 1.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3da3bd18910aac6a522b3fec1d9bf0bd0be9fae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:56:29.329806+00:00", + "ended_at": "2026-05-19T15:56:51.719281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_22a3affa76d6d00b", + "problem_id": "v2p_c8_0176641c024d0b97", + "dataset_id": "c8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Google_Index, measure_col=Shortining_Service.", + "bindings": { + "group_col": "Google_Index", + "measure_col": "Shortining_Service", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_22a3affa76d6d00b.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_22a3affa76d6d00b", + "api_calls": 0, + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 1380, + "total_tokens": 17923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22363.42, + "sql_execution_elapsed_ms_total": 22.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..980f5bba286632a8f6b27b879133a7792adc4e75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:51.695407+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22363.42, "started_at": "2026-05-19T15:56:29.331215+00:00", "ended_at": "2026-05-19T15:56:51.694658+00:00", "prompt_metrics": {"chars": 15676, "bytes_utf8": 15676, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 998, "bytes_utf8": 998, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16543, "cached_input_tokens": 15744, "output_tokens": 1380, "reasoning_output_tokens": 1099}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Google_Index\\\",\\n CAST(\\\"Shortining_Service\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Google_Index\\\"\\n ORDER BY CAST(\\\"Shortining_Service\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Google_Index\\\") AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Google_Index\\\" IS NOT NULL\\n AND \\\"Shortining_Service\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Google_Index\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"Google_Index\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Google_Index\\\";\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"Google_Index\\\" via window functions. \\\"Shortining_Service\\\" is cast from TEXT to REAL before ordering.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8731727db52acdcb374097e46ca4a7c8c792dc65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_22a3affa76d6d00b", + "api_calls": 0, + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 1380, + "total_tokens": 17923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22363.42, + "sql_execution_elapsed_ms_total": 22.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfb5ff96c61e55e037595adb89742b4fc229f8b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:21.132023+00:00", + "ended_at": "2026-05-19T16:06:25.221374+00:00", + "elapsed_ms": 4089.32, + "returncode": 1, + "prompt_metrics": { + "chars": 15474, + "bytes_utf8": 15474, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83852378f7131e43402e58f6e96b97c5131b23d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:26.224083+00:00", + "ended_at": "2026-05-19T16:06:29.527852+00:00", + "elapsed_ms": 3303.74, + "returncode": 1, + "prompt_metrics": { + "chars": 15474, + "bytes_utf8": 15474, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f388f21d5ae3c6be1bd224c7d3898895f49516 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=having_At_Symbol.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_At_Symbol", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f388f21d5ae3c6be1bd224c7d3898895f49516 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=having_At_Symbol.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_At_Symbol", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a36032f9f56ca9033d40ce55c23b417ac249c0e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f9c3-7ab0-89e1-c9dd1a4f3d2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e5fbcba317659db56832a307bf7294ed0f0b6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f9c3-7ab0-89e1-c9dd1a4f3d2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea29e2aca4518b7c5f799f89f8009720a8715fc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-0daf-7e12-8cbc-38978a2622d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a847f1f221c15647e14d34ca0f21ae706b4882b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-0daf-7e12-8cbc-38978a2622d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_23d96dfeeb0d29b6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b747aa043a4b1bcc8eaf0f15c7c4145c219f516a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15516, "bytes_utf8": 15516, "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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 15744, "output_tokens": 469, "reasoning_output_tokens": 356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff1eb8ff21d81e1b91ac8b805a82fca021c9945c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/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_2575219a74b8a352", + "api_calls": 0, + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 469, + "total_tokens": 16978, + "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": 25329.96, + "sql_execution_elapsed_ms_total": 6.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cae9e6f77715b3a4a56862f9c7e6eda6eed9ad35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:06.879954+00:00", + "ended_at": "2026-05-19T15:31:32.209954+00:00", + "elapsed_ms": 25329.96, + "prompt_metrics": { + "chars": 15516, + "bytes_utf8": 15516, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2142, + "bytes_utf8": 2142, + "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": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 469, + "reasoning_output_tokens": 356 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9504c4619f9681e299254c8f5cb8f16cccfb8741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SSLfinal_State, measure_col=Domain_registeration_length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "SSLfinal_State", + "measure_col": "Domain_registeration_length", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1c6e9185783f0674f077d88da40e5c55efde57b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dc-b6f5-7482-bcfc-8c8d0cc2c8fa"} +{"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 1984669, Requested 17144. Please try again in 54ms. 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 1991205, Requested 17144. Please try again in 250ms. 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 17144. Please try again in 514ms. 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 1995029, Requested 17144. Please try again in 365ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"SSLfinal_State\\\",\\n SUM(CAST(\\\"Domain_registeration_length\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"SSLfinal_State\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the requested grouped numeric sum template with group_col=\\\"SSLfinal_State\\\" and measure_col=\\\"Domain_registeration_length\\\". CAST is applied because the schema stores these numeric-coded values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16509,"cached_input_tokens":15744,"output_tokens":469,"reasoning_output_tokens":356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5933a8092341bc6f28ce1221a2d78213d4eb482 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"SSLfinal_State\",\n SUM(CAST(\"Domain_registeration_length\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"SSLfinal_State\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the requested grouped numeric sum template with group_col=\"SSLfinal_State\" and measure_col=\"Domain_registeration_length\". CAST is applied because the schema stores these numeric-coded values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2575219a74b8a352/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33edc8564f3b857ce631604225634f43e5b739ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:07.838204+00:00", + "ended_at": "2026-05-19T16:01:10.958743+00:00", + "elapsed_ms": 3120.51, + "returncode": 1, + "prompt_metrics": { + "chars": 15742, + "bytes_utf8": 15742, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ab62514060e956edbc14857c29db2330834fbe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:11.961240+00:00", + "ended_at": "2026-05-19T16:01:15.668420+00:00", + "elapsed_ms": 3707.14, + "returncode": 1, + "prompt_metrics": { + "chars": 15742, + "bytes_utf8": 15742, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b25331ee324abd4171fba6c55347213803f423f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SSLfinal_State, condition_col=SSLfinal_State.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SSLfinal_State", + "condition_col": "SSLfinal_State", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b25331ee324abd4171fba6c55347213803f423f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SSLfinal_State, condition_col=SSLfinal_State.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SSLfinal_State", + "condition_col": "SSLfinal_State", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..009c45e787ec51bb5e3a5be985798913d136d57b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-3203-7f30-babc-e60129c5edad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f2c1e287b6ff5a4000bd30e63f8ab748ad7f474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-3203-7f30-babc-e60129c5edad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77b57a5809010e43e0c39eadaf61e9745df68eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-4231-7b10-a852-4327fba13155"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..143cae56b6739e71a5f5e85470de6aebf18e3e82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-4231-7b10-a852-4327fba13155"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_25b77bd33ebe540b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e9c0e16f3cc7b0cff1978975f6271f751a41a5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15924, "bytes_utf8": 15924, "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": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16634, "cached_input_tokens": 15744, "output_tokens": 720, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4e375644c022e10af7f0d4e3cd8fe110eefb052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/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_26f9c1edeb358a67", + "api_calls": 0, + "input_tokens": 16634, + "cached_input_tokens": 15744, + "output_tokens": 720, + "total_tokens": 17354, + "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": 14013.97, + "sql_execution_elapsed_ms_total": 13.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..427908312842c8bc7b1f96c3ac329bc14569c9d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:29.875798+00:00", + "ended_at": "2026-05-19T15:39:43.889799+00:00", + "elapsed_ms": 14013.97, + "prompt_metrics": { + "chars": 15924, + "bytes_utf8": 15924, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1098, + "bytes_utf8": 1098, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16634, + "cached_input_tokens": 15744, + "output_tokens": 720, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd3afc9a07f0ccad5f0980288d2d91a7c7c8bd66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=having_At_Symbol, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "having_At_Symbol", + "measure_col": "having_Sub_Domain", + "item_col": "double_slash_redirecting", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1929b73a11586b07c788cc0c579ff8838f67ba75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-63de-7cf2-a2c2-97c369c7d585"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"having_At_Symbol\\\",\\n \\\"double_slash_redirecting\\\",\\n SUM(CAST(\\\"having_Sub_Domain\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"having_Sub_Domain\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"having_Sub_Domain\\\" AS REAL))) OVER (PARTITION BY \\\"having_At_Symbol\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\", \\\"double_slash_redirecting\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned Within-Group Share of Total template with group_col=\\\"having_At_Symbol\\\", item_col=\\\"double_slash_redirecting\\\", and measure_col=\\\"having_Sub_Domain\\\". The measure column is stored as TEXT, so it is cast to REAL for aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16634,"cached_input_tokens":15744,"output_tokens":720,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5f60ea2a898161449f853f9c0063eee9ab1016c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"having_At_Symbol\",\n \"double_slash_redirecting\",\n SUM(CAST(\"having_Sub_Domain\" AS REAL)) AS total_measure,\n SUM(CAST(\"having_Sub_Domain\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"having_Sub_Domain\" AS REAL))) OVER (PARTITION BY \"having_At_Symbol\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\", \"double_slash_redirecting\"\nORDER BY share_within_group DESC;","notes":"Uses the planned Within-Group Share of Total template with group_col=\"having_At_Symbol\", item_col=\"double_slash_redirecting\", and measure_col=\"having_Sub_Domain\". The measure column is stored as TEXT, so it is cast to REAL for aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_26f9c1edeb358a67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ac22aec5373d3523ff4b2cf8e6359909e591a7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Links_in_tags, measure_col=RightClick. +Result preview: [{"Links_in_tags": "0", "group_value": 4149.0}, {"Links_in_tags": "-1", "group_value": 3638.0}, {"Links_in_tags": "1", "group_value": 2316.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc580bdd5a14ba5863e3b1552d408b942002582d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c8_2b1e695d4db1a617 +-- problem_id: v2p_c8_11572fa6aa54561a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Links_in_tags", SUM(CAST("RightClick" AS REAL)) AS group_value + FROM "c8" + GROUP BY "Links_in_tags" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Links_in_tags", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf1015dae8aeb50a9c946e99867377445cef6fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Links_in_tags\", SUM(CAST(\"RightClick\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Links_in_tags\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Links_in_tags\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Links_in_tags\\\", SUM(CAST(\\\"RightClick\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Links_in_tags\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Links_in_tags\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Links_in_tags\", \"group_value\"], \"rows\": [{\"Links_in_tags\": \"0\", \"group_value\": 4149.0}, {\"Links_in_tags\": \"-1\", \"group_value\": 3638.0}, {\"Links_in_tags\": \"1\", \"group_value\": 2316.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efc11f38feb5cb0ea38df5bea5ba4fde30d982c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:48:37.506298+00:00", + "ended_at": "2026-05-19T15:48:46.656110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_2b1e695d4db1a617", + "problem_id": "v2p_c8_11572fa6aa54561a", + "dataset_id": "c8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Links_in_tags, measure_col=RightClick.", + "bindings": { + "group_col": "Links_in_tags", + "measure_col": "RightClick", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_2b1e695d4db1a617.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_2b1e695d4db1a617", + "api_calls": 0, + "input_tokens": 16641, + "cached_input_tokens": 15744, + "output_tokens": 466, + "total_tokens": 17107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9139.82, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1689ee5491d59ad01097e68c5a6708380d0cfda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:46.649490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9139.82, "started_at": "2026-05-19T15:48:37.508887+00:00", "ended_at": "2026-05-19T15:48:46.648735+00:00", "prompt_metrics": {"chars": 16035, "bytes_utf8": 16035, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16641, "cached_input_tokens": 15744, "output_tokens": 466, "reasoning_output_tokens": 296}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Links_in_tags\\\", SUM(CAST(\\\"RightClick\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Links_in_tags\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Links_in_tags\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"Links_in_tags\\\" and measure_col=\\\"RightClick\\\". CAST is used because the schema stores numeric-like values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4cb0e119b67710d46590d3163969c1d7e0ab6602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_2b1e695d4db1a617", + "api_calls": 0, + "input_tokens": 16641, + "cached_input_tokens": 15744, + "output_tokens": 466, + "total_tokens": 17107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9139.82, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b71d71f7327f606165bb945e31708d6b8bc360e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15484, "bytes_utf8": 15484, "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": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16517, "cached_input_tokens": 12032, "output_tokens": 433, "reasoning_output_tokens": 322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3d0ba409c9033ef3308ead1d09a3ef7030ee1f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/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_2ce799050dff59e5", + "api_calls": 0, + "input_tokens": 16517, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 16950, + "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": 11426.45, + "sql_execution_elapsed_ms_total": 6.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53347ca6970f2535986d216ec5f10e51771b8055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:27.093724+00:00", + "ended_at": "2026-05-19T16:04:38.520201+00:00", + "elapsed_ms": 11426.45, + "prompt_metrics": { + "chars": 15484, + "bytes_utf8": 15484, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16517, + "cached_input_tokens": 12032, + "output_tokens": 433, + "reasoning_output_tokens": 322 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a43c64627d4dce921f3533b88377d9905b6b16d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Links_pointing_to_page.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Links_pointing_to_page", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bee95357d3b3e72e9a658943deaec6e499c0521f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3c59-77c3-9159-a8bda5c348f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Links_pointing_to_page\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Links_pointing_to_page\\\"\\nORDER BY \\\"support\\\" ASC, \\\"Links_pointing_to_page\\\"\\nLIMIT 11;\",\"notes\":\"Applies the planned Low-Support Group Count template to count rows per \\\"Links_pointing_to_page\\\" value, ordered from rarest to most common.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16517,"cached_input_tokens":12032,"output_tokens":433,"reasoning_output_tokens":322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0858a2b5139b61e1db9f1d0b990990f4e0c123a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"Links_pointing_to_page\",\n COUNT(*) AS \"support\"\nFROM \"c8\"\nGROUP BY \"Links_pointing_to_page\"\nORDER BY \"support\" ASC, \"Links_pointing_to_page\"\nLIMIT 11;","notes":"Applies the planned Low-Support Group Count template to count rows per \"Links_pointing_to_page\" value, ordered from rarest to most common."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2ce799050dff59e5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf98843c2fdeecd949782b3017a8008d77fd9ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Page_Rank. +Result preview: [{"empirical_cdf_at_threshold": 1.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e69b0f8f1b99ad705735a1c386c4ee58084be1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c8_2d12448e009bb91a +-- problem_id: v2p_c8_b128e553a94530fa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("Page_Rank" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "c8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24f12762d4cb6f7fd91f6c8b67ea8d40c25593b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:03:06.506094+00:00", + "ended_at": "2026-05-19T16:03:21.080294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_2d12448e009bb91a", + "problem_id": "v2p_c8_b128e553a94530fa", + "dataset_id": "c8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Page_Rank.", + "bindings": { + "measure_col": "Page_Rank", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_2d12448e009bb91a.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_2d12448e009bb91a", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 267, + "total_tokens": 16761, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13566.03, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b3fcc14cfc24cdb60c9b105363e70aabf3fc746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:11.520823+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5011.77, "started_at": "2026-05-19T16:03:06.508314+00:00", "ended_at": "2026-05-19T16:03:11.520114+00:00", "prompt_metrics": {"chars": 15405, "bytes_utf8": 15405, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-0194-7712-87a1-52ecd021823c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:21.076943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8554.26, "started_at": "2026-05-19T16:03:12.521949+00:00", "ended_at": "2026-05-19T16:03:21.076254+00:00", "prompt_metrics": {"chars": 15405, "bytes_utf8": 15405, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16494, "cached_input_tokens": 12032, "output_tokens": 267, "reasoning_output_tokens": 160}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Page_Rank\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c8\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"Page_Rank\\\" and threshold fixed at 1.0; cast to REAL because the column is stored as TEXT in the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..181bc9ec2de814614260f8881ae35832e7146a26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15498, "bytes_utf8": 15498, "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": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 15744, "output_tokens": 358, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a82aa31d654ac68e19632f2af01a9d5579b00521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/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_2d8133d29d200dac", + "api_calls": 0, + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 358, + "total_tokens": 16867, + "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": 12913.76, + "sql_execution_elapsed_ms_total": 9.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d699f9eb7631e5a3ecc0fb25fc8c1be1644168d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:53.949417+00:00", + "ended_at": "2026-05-19T15:31:06.863207+00:00", + "elapsed_ms": 12913.76, + "prompt_metrics": { + "chars": 15498, + "bytes_utf8": 15498, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 785, + "bytes_utf8": 785, + "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": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 358, + "reasoning_output_tokens": 243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74c150389f61904ef8c5c19ab4b08af0d4104f5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_Sub_Domain, measure_col=SSLfinal_State.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "having_Sub_Domain", + "measure_col": "SSLfinal_State", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..990b0c0d17f5836c35c03bc806e733c23a2b3b8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-8496-7b32-bcc0-6f17a3b1dd83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n \\\"having_Sub_Domain\\\",\\n SUM(CAST(\\\"SSLfinal_State\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_Sub_Domain\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"having_Sub_Domain\\\" and measure_col=\\\"SSLfinal_State\\\". CAST is used because the schema stores these numeric-coded values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16509,"cached_input_tokens":15744,"output_tokens":358,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9005b4a14495cac92784de118270391deb47fd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT\n \"having_Sub_Domain\",\n SUM(CAST(\"SSLfinal_State\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_Sub_Domain\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"having_Sub_Domain\" and measure_col=\"SSLfinal_State\". CAST is used because the schema stores these numeric-coded values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a555fb14ba3aa40079587d89db2e4648a3cd8d61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16041, "bytes_utf8": 16041, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 624, "bytes_utf8": 624, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16643, "cached_input_tokens": 15744, "output_tokens": 541, "reasoning_output_tokens": 373}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c72cace6f7735a24459b0b4941fbd4a30af6184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/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_3238c3a4982e3ad7", + "api_calls": 0, + "input_tokens": 16643, + "cached_input_tokens": 15744, + "output_tokens": 541, + "total_tokens": 17184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11454.88, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf962c1e00c63d7dbd57528d42250164271619df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:04.384811+00:00", + "ended_at": "2026-05-19T15:50:15.839721+00:00", + "elapsed_ms": 11454.88, + "prompt_metrics": { + "chars": 16041, + "bytes_utf8": 16041, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 991, + "bytes_utf8": 991, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 624, + "bytes_utf8": 624, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16643, + "cached_input_tokens": 15744, + "output_tokens": 541, + "reasoning_output_tokens": 373 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8147993f669c6ba11da8209e4fbccf39931230b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Abnormal_URL, measure_col=age_of_domain.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Abnormal_URL", + "measure_col": "age_of_domain", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..589fe7602a91acc4bf2315ba4d36ca1d6e0e717e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-1279-72e0-ab4b-c64437e93cae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Abnormal_URL\\\", SUM(CAST(\\\"age_of_domain\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Abnormal_URL\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Abnormal_URL\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required template with \\\"Abnormal_URL\\\" as the grouping column and sums CAST(\\\"age_of_domain\\\" AS REAL) because the source column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16643,"cached_input_tokens":15744,"output_tokens":541,"reasoning_output_tokens":373}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eefaf714bb1f3fb65e91acca9c21e3d9dd1470d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Abnormal_URL\", SUM(CAST(\"age_of_domain\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Abnormal_URL\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Abnormal_URL\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the required template with \"Abnormal_URL\" as the grouping column and sums CAST(\"age_of_domain\" AS REAL) because the source column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3238c3a4982e3ad7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..364ab405439c09d676f7879439318b38e47ec3cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/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": "2026-05-19T15:57:21.218666+00:00", + "ended_at": "2026-05-19T15:57:25.270100+00:00", + "elapsed_ms": 4051.4, + "returncode": 1, + "prompt_metrics": { + "chars": 15675, + "bytes_utf8": 15675, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..252c2b4b86875ef6fb52f5ff98187637ea0f59e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:26.272189+00:00", + "ended_at": "2026-05-19T15:57:29.357167+00:00", + "elapsed_ms": 3084.95, + "returncode": 1, + "prompt_metrics": { + "chars": 15675, + "bytes_utf8": 15675, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c6a857c28c6361a995fdc1643c59f1e6795b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Statistical_report, measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Statistical_report", + "measure_col": "Prefix_Suffix", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c6a857c28c6361a995fdc1643c59f1e6795b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Statistical_report, measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Statistical_report", + "measure_col": "Prefix_Suffix", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5311fdf9d86d1aa6a1048e554c7ca9ce5c4743e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-bcc9-7e23-a7cc-e33f3688fdab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26a4d12925cb8af13d418f902e335efba3842c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-bcc9-7e23-a7cc-e33f3688fdab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d857eef5e8f2049a9b4b30893e86dbc4268a744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d08d-7282-b73c-772d623eb3df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3386c95feff9d95859dd7f3afead7440e49e400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d08d-7282-b73c-772d623eb3df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_329582f884ae39a0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dabfb6aaadd0ec40a1b262731ba19502952f480f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:36.128254+00:00", + "ended_at": "2026-05-19T16:01:39.463932+00:00", + "elapsed_ms": 3335.65, + "returncode": 1, + "prompt_metrics": { + "chars": 15788, + "bytes_utf8": 15788, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a6330d07cc2c2a1b65dab577f8ce6d0b227dfd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:40.465882+00:00", + "ended_at": "2026-05-19T16:01:44.093971+00:00", + "elapsed_ms": 3628.05, + "returncode": 1, + "prompt_metrics": { + "chars": 15788, + "bytes_utf8": 15788, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae1b6b344a7e2630554a8617d617adf6835ba649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Domain_registeration_length", + "condition_col": "Domain_registeration_length", + "condition_value": "1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae1b6b344a7e2630554a8617d617adf6835ba649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Domain_registeration_length", + "condition_col": "Domain_registeration_length", + "condition_value": "1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a529f845dd06fdade8116c3bdec89c04b1c5bc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a087-7b01-9203-1c7e69b1d33e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..898f3301a0d82572d8479e662f3844038a8640ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a087-7b01-9203-1c7e69b1d33e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea987508a3c9345644d42f9974deedf17964f32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b181-7c53-88c5-e51410fb3753"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fabea567f0bb7e745728b554b77459d7beb374f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b181-7c53-88c5-e51410fb3753"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3149fed916e7637637f90956447162a0f80fc512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/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": "2026-05-19T15:56:51.721300+00:00", + "ended_at": "2026-05-19T15:57:09.418392+00:00", + "elapsed_ms": 17697.06, + "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" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa187c190c53b4512b287f9f7f502aaa296e7982 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:10.420339+00:00", + "ended_at": "2026-05-19T15:57:13.698053+00:00", + "elapsed_ms": 3277.68, + "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_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5241030b57a822fdadec2e8382be23bf87127162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=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": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5241030b57a822fdadec2e8382be23bf87127162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=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": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d60f227dfba9693cc42a27875130f6985e13c3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-4987-7771-b033-11bb266b7490"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d8ba158d9be5248e2a5ba0ebd25e7b507faff0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-4987-7771-b033-11bb266b7490"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6003f7b13d273a315751d79abaccf6a1be96ffed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-92ad-7242-81b5-b561140ae0da"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cae0137376a7367eba67a8820bbc19b31eb437d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-92ad-7242-81b5-b561140ae0da"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecebcbe613404c84c3d1913380da0cf00fdd2ef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16295, "bytes_utf8": 16295, "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": 703, "bytes_utf8": 703, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16716, "cached_input_tokens": 15744, "output_tokens": 703, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a4325a2833f3e9ede43f6760ef4d3c6dc4ece00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/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_3cb275c23522571c", + "api_calls": 0, + "input_tokens": 16716, + "cached_input_tokens": 15744, + "output_tokens": 703, + "total_tokens": 17419, + "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": 24425.02, + "sql_execution_elapsed_ms_total": 5.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca4f2c85c8fd1d1f5a83e2d8568edab5e5595a06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:43.911316+00:00", + "ended_at": "2026-05-19T15:40:08.336379+00:00", + "elapsed_ms": 24425.02, + "prompt_metrics": { + "chars": 16295, + "bytes_utf8": 16295, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1068, + "bytes_utf8": 1068, + "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": 703, + "bytes_utf8": 703, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16716, + "cached_input_tokens": 15744, + "output_tokens": 703, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eab1816be81ee1c47d6baaf9c1d5d0e52352bda5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Prefix_Suffix, condition_col=Prefix_Suffix.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Prefix_Suffix", + "condition_col": "Prefix_Suffix", + "condition_value": "-1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d633dfac7cc52c2fff7a23d43f3385e1c9a9a5ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-9aa8-7e33-aa40-f5353a079374"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Prefix_Suffix\\\",\\n SUM(CASE WHEN \\\"Prefix_Suffix\\\" = '-1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Prefix_Suffix\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Prefix_Suffix\\\"\\n)\\nSELECT \\\"Prefix_Suffix\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped-ratio template exactly with group_col and condition_col both bound to \\\"Prefix_Suffix\\\", and positive/negative condition values bound to '-1' and '1' respectively.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16716,"cached_input_tokens":15744,"output_tokens":703,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae96a2dd8a7dd6b6693abc394276f4f4fbf1c3fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"Prefix_Suffix\",\n SUM(CASE WHEN \"Prefix_Suffix\" = '-1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Prefix_Suffix\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c8\"\n GROUP BY \"Prefix_Suffix\"\n)\nSELECT \"Prefix_Suffix\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped-ratio template exactly with group_col and condition_col both bound to \"Prefix_Suffix\", and positive/negative condition values bound to '-1' and '1' respectively."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3cb275c23522571c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..240c1e59b70b35b718a410c55b029c10920cd33c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15454, "bytes_utf8": 15454, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15454, "bytes_utf8": 15454, "lines": 466, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16511, "cached_input_tokens": 12032, "output_tokens": 217, "reasoning_output_tokens": 129}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c2049d308ad5cb57b6880c83c9eb0c990d460c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_3d197f0340141973", + "api_calls": 0, + "input_tokens": 16511, + "cached_input_tokens": 12032, + "output_tokens": 217, + "total_tokens": 16728, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11270.09, + "sql_execution_elapsed_ms_total": 7.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..deb8d28ba37ec06f1dfa32079e78ccf484282630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:14.547626+00:00", + "ended_at": "2026-05-19T16:05:17.843567+00:00", + "elapsed_ms": 3295.92, + "returncode": 1, + "prompt_metrics": { + "chars": 15454, + "bytes_utf8": 15454, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf8e011060ee5e4ee1cf11ac8894aafbb4ea7f0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:18.845472+00:00", + "ended_at": "2026-05-19T16:05:26.819685+00:00", + "elapsed_ms": 7974.17, + "prompt_metrics": { + "chars": 15454, + "bytes_utf8": 15454, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 651, + "bytes_utf8": 651, + "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": 298, + "bytes_utf8": 298, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16511, + "cached_input_tokens": 12032, + "output_tokens": 217, + "reasoning_output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4aef585135e37e87fd63d70c9473c9ba70910b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Result.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Result", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4aef585135e37e87fd63d70c9473c9ba70910b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Result.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Result", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..081a711abb0a79c77248d80944b2152076afd4be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f5d6-7710-b048-70e35a498187"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe13e417619c0d86e4fbe382571e7b748a04047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f5d6-7710-b048-70e35a498187"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd0d0b47965608288d630b27ee52fdf9bfe5fb3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-06a6-7dc1-bc2f-b8aea3b127cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Result\\\",\\n COUNT(*) AS support\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Result\\\"\\nORDER BY support ASC, \\\"Result\\\"\\nLIMIT 18;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"Result\\\" and top_k set to 18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16511,"cached_input_tokens":12032,"output_tokens":217,"reasoning_output_tokens":129}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..116775d2756c1df1ee6e1c7373c15bf095319ad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"Result\",\n COUNT(*) AS support\nFROM \"c8\"\nGROUP BY \"Result\"\nORDER BY support ASC, \"Result\"\nLIMIT 18;","notes":"Uses the Low-Support Group Count template with group_col bound to \"Result\" and top_k set to 18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3d197f0340141973/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1cd77c54272852991f5975b3e16d5ffeb4d125b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:59.929783+00:00", + "ended_at": "2026-05-19T16:05:02.825703+00:00", + "elapsed_ms": 2895.9, + "returncode": 1, + "prompt_metrics": { + "chars": 15478, + "bytes_utf8": 15478, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3a90ae74343653427722887a4536dac31e1091c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:03.827650+00:00", + "ended_at": "2026-05-19T16:05:07.169306+00:00", + "elapsed_ms": 3341.62, + "returncode": 1, + "prompt_metrics": { + "chars": 15478, + "bytes_utf8": 15478, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54481859ce9f5887277902a4ddfb0efb99b0594a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Statistical_report.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Statistical_report", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54481859ce9f5887277902a4ddfb0efb99b0594a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Statistical_report.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Statistical_report", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd38ae8486df10e1dac85a1650a22b729cefdd1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-bccc-7c22-b5e6-dce35db993c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6517f398cb91abf676fdb5f99917bf5479137b4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-bccc-7c22-b5e6-dce35db993c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a67218c94d52511afdea4c6c9be73865360fc286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-cbf6-7af2-b495-fa709cff4727"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcb4fd0fd2680183dd2c97d5e95072ca97d040d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-cbf6-7af2-b495-fa709cff4727"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd45c48cb993e22/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb29923900b55cc2a1854c0f73299f785da4536a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Statistical_report. +Result preview: [{"empirical_cdf_at_threshold": 1.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..309b298ad65fdf2743a613335ebad13896c81ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c8_3dd8fed36d825d53 +-- problem_id: v2p_c8_10ab2cc7aaa9eb15 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("Statistical_report" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1ddff736dd761a505779a591fb999a605341512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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\";", "result": "{\"query\": \"-- 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\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 1.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c63b4419ec0309f8d40b4e3f67f3565eb4de0a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:03:39.488665+00:00", + "ended_at": "2026-05-19T16:03:51.327962+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_3dd8fed36d825d53", + "problem_id": "v2p_c8_10ab2cc7aaa9eb15", + "dataset_id": "c8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Statistical_report.", + "bindings": { + "measure_col": "Statistical_report", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_3dd8fed36d825d53.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_3dd8fed36d825d53", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 467, + "total_tokens": 16961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11833.86, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78ff0dd73a713f91079a283f29821a241150adb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:51.324747+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11833.86, "started_at": "2026-05-19T16:03:39.490120+00:00", "ended_at": "2026-05-19T16:03:51.324029+00:00", "prompt_metrics": {"chars": 15424, "bytes_utf8": 15424, "lines": 466, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..008dc487de50db224473f7c381f0766fb7006a9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_3dd8fed36d825d53", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 467, + "total_tokens": 16961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11833.86, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b53ee8f79a03b5b0dc8c0a2240c93e8b263ef3d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "-1", "support": 8440, "support_share": 0.7634554500226142, "cumulative_support": 8440}, {"value_label": "1", "support": 1854, "support_share": 0.16770691994572592, "cumulative_support": 10294}, {"value_label": "0", "support": 761, "support_share": 0.06883763003165988, "cumulative_support": 11055}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc41e07aa93f6fb6f2568e7f5dd35a9e29586bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c8_3e54964cab3f829a +-- problem_id: v2p_c8_0196357e106b52c3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SFH" AS value_label, COUNT(*) AS support + FROM "c8" + GROUP BY "SFH" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cee790b5cbe92d747d7e583fdccaa5eea17a58e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c8_3e54964cab3f829a\n-- problem_id: v2p_c8_0196357e106b52c3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"SFH\" AS value_label, COUNT(*) AS support\n FROM \"c8\"\n GROUP BY \"SFH\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c8_3e54964cab3f829a\\n-- problem_id: v2p_c8_0196357e106b52c3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"SFH\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c8\\\"\\n GROUP BY \\\"SFH\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"-1\", \"support\": 8440, \"support_share\": 0.7634554500226142, \"cumulative_support\": 8440}, {\"value_label\": \"1\", \"support\": 1854, \"support_share\": 0.16770691994572592, \"cumulative_support\": 10294}, {\"value_label\": \"0\", \"support\": 761, \"support_share\": 0.06883763003165988, \"cumulative_support\": 11055}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efa729e851b03f0ef3366fef167d687358b6fa75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:09:26.859038+00:00", + "ended_at": "2026-05-19T16:09:26.863217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_3e54964cab3f829a", + "problem_id": "v2p_c8_0196357e106b52c3", + "dataset_id": "c8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=SFH.", + "bindings": { + "group_col": "SFH" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_3e54964cab3f829a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3e54964cab3f829a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36325685500512ddcf8576efcfff4c4813fc7fd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15465, "bytes_utf8": 15465, "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": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16514, "cached_input_tokens": 15744, "output_tokens": 218, "reasoning_output_tokens": 117}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8633009039738ed62708a933a87bf09aeeea768a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/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_42348b4414c3243d", + "api_calls": 0, + "input_tokens": 16514, + "cached_input_tokens": 15744, + "output_tokens": 218, + "total_tokens": 16732, + "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": 7020.48, + "sql_execution_elapsed_ms_total": 3.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c0bf91c50c990087c72c933860363c9a1db67d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:09.881674+00:00", + "ended_at": "2026-05-19T16:04:16.902187+00:00", + "elapsed_ms": 7020.48, + "prompt_metrics": { + "chars": 15465, + "bytes_utf8": 15465, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "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": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16514, + "cached_input_tokens": 15744, + "output_tokens": 218, + "reasoning_output_tokens": 117 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..133bd887707ba778188c8b594515a72209a110cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Google_Index.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Google_Index", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..305c299c6ac7ca51ef2fdbe5e7cb9f4998f4da33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-f918-7d41-a1be-bcbac37b812f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Google_Index\\\",\\n COUNT(*) AS support\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Google_Index\\\"\\nORDER BY support ASC, \\\"Google_Index\\\"\\nLIMIT 10;\",\"notes\":\"Uses the shortlisted Low-Support Group Count template with group_col bound to \\\"Google_Index\\\" and top_k=10 to surface the rarest Google_Index groups by support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16514,"cached_input_tokens":15744,"output_tokens":218,"reasoning_output_tokens":117}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2b26338b036a047359f937c6a2fad0c33c67440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"Google_Index\",\n COUNT(*) AS support\nFROM \"c8\"\nGROUP BY \"Google_Index\"\nORDER BY support ASC, \"Google_Index\"\nLIMIT 10;","notes":"Uses the shortlisted Low-Support Group Count template with group_col bound to \"Google_Index\" and top_k=10 to surface the rarest Google_Index groups by support."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_42348b4414c3243d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7765e6a20a96f10a3b753183c85f341102134500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:20.197961+00:00", + "ended_at": "2026-05-19T16:09:23.020678+00:00", + "elapsed_ms": 2822.69, + "returncode": 1, + "prompt_metrics": { + "chars": 15577, + "bytes_utf8": 15577, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eba805d3cc20e36612fd044710f7ccadc1e92fe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:24.023334+00:00", + "ended_at": "2026-05-19T16:09:26.816798+00:00", + "elapsed_ms": 2793.41, + "returncode": 1, + "prompt_metrics": { + "chars": 15577, + "bytes_utf8": 15577, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9febf550c66b8f60b1bbdda371b62b446a051c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Submitting_to_email, measure_col=Page_Rank.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Submitting_to_email", + "measure_col": "Page_Rank", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9febf550c66b8f60b1bbdda371b62b446a051c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Submitting_to_email, measure_col=Page_Rank.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Submitting_to_email", + "measure_col": "Page_Rank", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b97d95cf23d3b47f98d8bdeea7bcd52336ff94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b541-79e0-b43b-71f2ad5b579c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15a170b30d2576d16ec6f01f9f47d056b566938f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b541-79e0-b43b-71f2ad5b579c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..746796615c0758080f392d389739531d9b7cfd2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c438-7d10-be08-7646d6a392b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c19abfd6c19b4f6d09063e4047781e336af200f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c438-7d10-be08-7646d6a392b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_443d14a46b4d7bb3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dfc053219b0b7d366cad9160aec6fad860f8337 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length. +Result preview: [{"Domain_registeration_length": "-1", "condition_rate": 1.0}, {"Domain_registeration_length": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ca1bcb96a627cbd4ad92e38773ecc9b971a8411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c8_4446c8a3c488be62 +-- problem_id: v2p_c8_a7f76f3ddcc65ebb +-- realization_mode: agent +-- source_kind: agent +SELECT "Domain_registeration_length", + AVG(CASE WHEN "Domain_registeration_length" = '-1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c8" +GROUP BY "Domain_registeration_length" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a642d77b87111d8e3ea4b8b55ff135ab379a4ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Domain_registeration_length\",\n AVG(CASE WHEN \"Domain_registeration_length\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"Domain_registeration_length\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Domain_registeration_length\\\",\\n AVG(CASE WHEN \\\"Domain_registeration_length\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Domain_registeration_length\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Domain_registeration_length\", \"condition_rate\"], \"rows\": [{\"Domain_registeration_length\": \"-1\", \"condition_rate\": 1.0}, {\"Domain_registeration_length\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a436726ff4fd8b7a51c5cb640c276a330d473b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:01:24.104218+00:00", + "ended_at": "2026-05-19T16:01:36.125798+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_4446c8a3c488be62", + "problem_id": "v2p_c8_a7f76f3ddcc65ebb", + "dataset_id": "c8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length.", + "bindings": { + "group_col": "Domain_registeration_length", + "condition_col": "Domain_registeration_length", + "condition_value": "-1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_4446c8a3c488be62.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4446c8a3c488be62", + "api_calls": 0, + "input_tokens": 16572, + "cached_input_tokens": 12032, + "output_tokens": 370, + "total_tokens": 16942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12011.16, + "sql_execution_elapsed_ms_total": 4.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c49734a52f0fd0b1d4e153f2771e813c77a2e581 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:36.119707+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12011.16, "started_at": "2026-05-19T16:01:24.107733+00:00", "ended_at": "2026-05-19T16:01:36.118935+00:00", "prompt_metrics": {"chars": 15782, "bytes_utf8": 15782, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16572, "cached_input_tokens": 12032, "output_tokens": 370, "reasoning_output_tokens": 255}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Domain_registeration_length\\\",\\n AVG(CASE WHEN \\\"Domain_registeration_length\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Domain_registeration_length\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate using \\\"Domain_registeration_length\\\" as both the grouping column and condition column, measuring the share of rows in each group where the value equals '-1'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c93111d92c1faa10f8f02e34d62272e898074639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4446c8a3c488be62", + "api_calls": 0, + "input_tokens": 16572, + "cached_input_tokens": 12032, + "output_tokens": 370, + "total_tokens": 16942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12011.16, + "sql_execution_elapsed_ms_total": 4.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d095f01e1c41f235b8944155edd2f40465131220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15678, "bytes_utf8": 15678, "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": 950, "bytes_utf8": 950, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 1305, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c6b25106172108e8316431beeaa189709dbe24e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/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_45ec95b8b40ee639", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 1305, + "total_tokens": 17850, + "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": 23047.65, + "sql_execution_elapsed_ms_total": 52.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4d2457954c6e0a9d83f3a9cd2e1fb285739ae3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:56.789002+00:00", + "ended_at": "2026-05-19T15:52:19.836681+00:00", + "elapsed_ms": 23047.65, + "prompt_metrics": { + "chars": 15678, + "bytes_utf8": 15678, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1389, + "bytes_utf8": 1389, + "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": 950, + "bytes_utf8": 950, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 1305, + "reasoning_output_tokens": 1034 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..120835e6fed52af74c61954ad02b8261a2a32fca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age_of_domain, measure_col=Statistical_report.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age_of_domain", + "measure_col": "Statistical_report", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aee7c1f90bb13cae0bedeed8768b453b601b0949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-c975-78b1-b8c3-953fbdbb714a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"age_of_domain\\\",\\n CAST(\\\"Statistical_report\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"age_of_domain\\\"\\n ORDER BY CAST(\\\"Statistical_report\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"age_of_domain\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"age_of_domain\\\" IS NOT NULL\\n AND \\\"Statistical_report\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"age_of_domain\\\",\\n MAX(CASE\\n WHEN \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) THEN \\\"measure_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"age_of_domain\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"age_of_domain\\\" group with window functions. \\\"Statistical_report\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":1305,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac8da74c131366dc9a09462b75e85b9d0d4a7b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"age_of_domain\",\n CAST(\"Statistical_report\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"age_of_domain\"\n ORDER BY CAST(\"Statistical_report\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"age_of_domain\"\n ) AS \"cnt\"\n FROM \"c8\"\n WHERE \"age_of_domain\" IS NOT NULL\n AND \"Statistical_report\" IS NOT NULL\n)\nSELECT\n \"age_of_domain\",\n MAX(CASE\n WHEN \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) THEN \"measure_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"age_of_domain\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"age_of_domain\" group with window functions. \"Statistical_report\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_45ec95b8b40ee639/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a353f554f23bec399b0ba051ae193ef51e35ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=double_slash_redirecting, condition_col=double_slash_redirecting. +Result preview: [{"double_slash_redirecting": "-1", "condition_rate": 1.0}, {"double_slash_redirecting": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c96bce1a62e9d110fa61990f74dc85acbabf6320 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c8_4696c27370af3799 +-- problem_id: v2p_c8_477e4ede6b28dbfe +-- realization_mode: agent +-- source_kind: agent +SELECT "double_slash_redirecting", + AVG(CASE WHEN "double_slash_redirecting" = '-1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c8" +GROUP BY "double_slash_redirecting" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02cc2c9543437a6df83062940062d9d395a8fbb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"double_slash_redirecting\",\n AVG(CASE WHEN \"double_slash_redirecting\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"double_slash_redirecting\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"double_slash_redirecting\\\",\\n AVG(CASE WHEN \\\"double_slash_redirecting\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"double_slash_redirecting\", \"condition_rate\"], \"rows\": [{\"double_slash_redirecting\": \"-1\", \"condition_rate\": 1.0}, {\"double_slash_redirecting\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cff160a6707480461a8320a0533cbca06f993a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:00:09.746110+00:00", + "ended_at": "2026-05-19T16:00:24.874948+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_4696c27370af3799", + "problem_id": "v2p_c8_477e4ede6b28dbfe", + "dataset_id": "c8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=double_slash_redirecting, condition_col=double_slash_redirecting.", + "bindings": { + "group_col": "double_slash_redirecting", + "condition_col": "double_slash_redirecting", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_4696c27370af3799.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4696c27370af3799", + "api_calls": 0, + "input_tokens": 16577, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 16941, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14116.11, + "sql_execution_elapsed_ms_total": 5.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faae6f448c0ddbf6a0fd4fee57deeff99d181c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:13.016572+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3268.19, "started_at": "2026-05-19T16:00:09.747620+00:00", "ended_at": "2026-05-19T16:00:13.015831+00:00", "prompt_metrics": {"chars": 15776, "bytes_utf8": 15776, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-4f2f-7833-af83-bd935dd79190\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:24.867771+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10847.92, "started_at": "2026-05-19T16:00:14.018393+00:00", "ended_at": "2026-05-19T16:00:24.866366+00:00", "prompt_metrics": {"chars": 15776, "bytes_utf8": 15776, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16577, "cached_input_tokens": 12032, "output_tokens": 364, "reasoning_output_tokens": 247}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"double_slash_redirecting\\\",\\n AVG(CASE WHEN \\\"double_slash_redirecting\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Instantiated the provided Grouped Condition Rate template exactly, grouping by and conditioning on \\\"double_slash_redirecting\\\" with condition value '-1' in SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f01d1a5a9c6aff88950340c971c9092566d48a77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4696c27370af3799", + "api_calls": 0, + "input_tokens": 16577, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 16941, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14116.11, + "sql_execution_elapsed_ms_total": 5.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4696c27370af3799/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ec244e976e14b4ffcb8e65ce4b3c41118beadb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15405, "bytes_utf8": 15405, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15405, "bytes_utf8": 15405, "lines": 466, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16492, "cached_input_tokens": 12032, "output_tokens": 260, "reasoning_output_tokens": 158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2216bd321012818abc99f353a492f22a4b75d840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4bebee713b398e97", + "api_calls": 0, + "input_tokens": 16492, + "cached_input_tokens": 12032, + "output_tokens": 260, + "total_tokens": 16752, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11698.2, + "sql_execution_elapsed_ms_total": 2.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..108bfe164c00a8e888232928a2755988ed21ddec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:46.554753+00:00", + "ended_at": "2026-05-19T16:02:49.932883+00:00", + "elapsed_ms": 3378.1, + "returncode": 1, + "prompt_metrics": { + "chars": 15405, + "bytes_utf8": 15405, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..048e5853fc71368b97d3362563a3d04548832aff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:50.935194+00:00", + "ended_at": "2026-05-19T16:02:59.255327+00:00", + "elapsed_ms": 8320.1, + "prompt_metrics": { + "chars": 15405, + "bytes_utf8": 15405, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "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": 361, + "bytes_utf8": 361, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16492, + "cached_input_tokens": 12032, + "output_tokens": 260, + "reasoning_output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bee3ddcb25e8df4e0bd16d6c9e5fbd4e999efa20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=DNSRecord.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "DNSRecord", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bee3ddcb25e8df4e0bd16d6c9e5fbd4e999efa20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=DNSRecord.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "DNSRecord", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..437341573ca7818d6d57a2b4df33e8e6b75b71b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-b392-72d0-a508-c66c29319b72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ebcc637cfe8b318423c07fd227ca0211eaf6315 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-b392-72d0-a508-c66c29319b72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59c466fb07cbaa9809f098d5c2ff5b7f266ee21d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-c4ea-7e60-95bb-8cf499e202e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"DNSRecord\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c8\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"DNSRecord\\\" and threshold 1.0. CAST to REAL is included because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16492,"cached_input_tokens":12032,"output_tokens":260,"reasoning_output_tokens":158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa2ebba1f7f22e5addcff649e12c84562789bf8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"DNSRecord\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c8\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"DNSRecord\" and threshold 1.0. CAST to REAL is included because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bebee713b398e97/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea031f95030fbbca8dc0d14b34d5254eefdc497f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 10579, "support_share": 0.9569425599276346, "cumulative_support": 10579}, {"value_label": "-1", "support": 476, "support_share": 0.04305744007236544, "cumulative_support": 11055}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..082dfc23887d64eac37092b813da96af0715da17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c8_4c02a2e064442d60 +-- problem_id: v2p_c8_1f76fae78d31abe2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "RightClick" AS value_label, COUNT(*) AS support + FROM "c8" + GROUP BY "RightClick" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c90067f452faf144d36eba7b297bacdc088db6ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c8_4c02a2e064442d60\n-- problem_id: v2p_c8_1f76fae78d31abe2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"RightClick\" AS value_label, COUNT(*) AS support\n FROM \"c8\"\n GROUP BY \"RightClick\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c8_4c02a2e064442d60\\n-- problem_id: v2p_c8_1f76fae78d31abe2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"RightClick\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c8\\\"\\n GROUP BY \\\"RightClick\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 10579, \"support_share\": 0.9569425599276346, \"cumulative_support\": 10579}, {\"value_label\": \"-1\", \"support\": 476, \"support_share\": 0.04305744007236544, \"cumulative_support\": 11055}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1568d0292b2b412e18d4a1a68a2188828b392d14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:09:26.868121+00:00", + "ended_at": "2026-05-19T16:09:26.871718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_4c02a2e064442d60", + "problem_id": "v2p_c8_1f76fae78d31abe2", + "dataset_id": "c8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=RightClick.", + "bindings": { + "group_col": "RightClick" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_4c02a2e064442d60.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4c02a2e064442d60/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5439d89580aa07cf911e3980ba569c32bf12655f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:35.783135+00:00", + "ended_at": "2026-05-19T16:00:39.377388+00:00", + "elapsed_ms": 3594.23, + "returncode": 1, + "prompt_metrics": { + "chars": 15735, + "bytes_utf8": 15735, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95f709c747f2d52699d16a39a5e067f9b9bddf61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:40.379236+00:00", + "ended_at": "2026-05-19T16:00:43.629773+00:00", + "elapsed_ms": 3250.5, + "returncode": 1, + "prompt_metrics": { + "chars": 15735, + "bytes_utf8": 15735, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99f64ade0779b00a877e4ed6fd19d282692a6f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Prefix_Suffix, condition_col=Prefix_Suffix.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Prefix_Suffix", + "condition_col": "Prefix_Suffix", + "condition_value": "1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99f64ade0779b00a877e4ed6fd19d282692a6f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Prefix_Suffix, condition_col=Prefix_Suffix.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Prefix_Suffix", + "condition_col": "Prefix_Suffix", + "condition_value": "1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a51fd7bb47d941a39f3efacff5f2405df023496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-b4e5-70a3-b26d-9caa9e979746"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5735ec7463f7326ef3e96a2e7ec192fe5248c401 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-b4e5-70a3-b26d-9caa9e979746"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d6a6e475e13c3ce70d61581c786303eb1fc2f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c6b5-76e0-aa41-7dbfd1f33b43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..feade18de1dd56d15206e2ea64d9865e9c5f18d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c6b5-76e0-aa41-7dbfd1f33b43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4e8ad19ffc66989e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b30b96666a586f5f28cc87440f78e7cbff3cb51b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16026, "bytes_utf8": 16026, "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": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16639, "cached_input_tokens": 15744, "output_tokens": 404, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..696efee7215188e69a31af48326b25f80932acd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/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_4f67e06331af9529", + "api_calls": 0, + "input_tokens": 16639, + "cached_input_tokens": 15744, + "output_tokens": 404, + "total_tokens": 17043, + "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": 9754.22, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19843b1022c48f89852492ab7289dcb5dd41c0fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:26.274209+00:00", + "ended_at": "2026-05-19T15:50:36.028456+00:00", + "elapsed_ms": 9754.22, + "prompt_metrics": { + "chars": 16026, + "bytes_utf8": 16026, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 993, + "bytes_utf8": 993, + "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": 626, + "bytes_utf8": 626, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16639, + "cached_input_tokens": 15744, + "output_tokens": 404, + "reasoning_output_tokens": 243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f2226444cc5f3a526e482f5f3bbae83c99faa36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Redirect, measure_col=DNSRecord.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Redirect", + "measure_col": "DNSRecord", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74279efbe89b6e01c259d87a3bd3e6bd373874d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-67e6-7b90-9c83-8cf44c1b50bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Redirect\\\", SUM(CAST(\\\"DNSRecord\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Redirect\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Redirect\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"Redirect\\\" and measure_col=\\\"DNSRecord\\\". CAST was added because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16639,"cached_input_tokens":15744,"output_tokens":404,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa1331c41ae27878786bf76e570402d7164d9fd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Redirect\", SUM(CAST(\"DNSRecord\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Redirect\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Redirect\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the planned Relative-to-Total Extreme Threshold template with group_col=\"Redirect\" and measure_col=\"DNSRecord\". CAST was added because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4f67e06331af9529/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56eeb1b1f7d67ad947cb6f6efd1c0cee3d68ff44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15923, "bytes_utf8": 15923, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 696, "bytes_utf8": 696, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16629, "cached_input_tokens": 15744, "output_tokens": 689, "reasoning_output_tokens": 500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6917d3ccdbe2036132a5c1d0dce42fb48548c99a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/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_51885fb5cdce75c3", + "api_calls": 0, + "input_tokens": 16629, + "cached_input_tokens": 15744, + "output_tokens": 689, + "total_tokens": 17318, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16482.37, + "sql_execution_elapsed_ms_total": 12.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35771f460d30a0722587a7c3c6255de9f4cdad60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:47.858436+00:00", + "ended_at": "2026-05-19T15:38:04.340837+00:00", + "elapsed_ms": 16482.37, + "prompt_metrics": { + "chars": 15923, + "bytes_utf8": 15923, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1091, + "bytes_utf8": 1091, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 696, + "bytes_utf8": 696, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16629, + "cached_input_tokens": 15744, + "output_tokens": 689, + "reasoning_output_tokens": 500 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb40b26d6981c4683de34011ef23f08754d7e72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=URL_Length, measure_col=double_slash_redirecting.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "URL_Length", + "measure_col": "double_slash_redirecting", + "item_col": "Shortining_Service", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e345fc9c780e276106d955d8db9fe919d1054b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-d569-7d91-b3db-c513101fcf7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"URL_Length\\\",\\n \\\"Shortining_Service\\\",\\n SUM(CAST(\\\"double_slash_redirecting\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"double_slash_redirecting\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"double_slash_redirecting\\\" AS REAL))) OVER (PARTITION BY \\\"URL_Length\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\", \\\"Shortining_Service\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"URL_Length\\\", item_col=\\\"Shortining_Service\\\", and measure_col=\\\"double_slash_redirecting\\\". CAST is applied because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16629,"cached_input_tokens":15744,"output_tokens":689,"reasoning_output_tokens":500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..971fc8d163850dbc16163e5f903bfcc7c56eaadc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"URL_Length\",\n \"Shortining_Service\",\n SUM(CAST(\"double_slash_redirecting\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"double_slash_redirecting\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"double_slash_redirecting\" AS REAL))) OVER (PARTITION BY \"URL_Length\") AS \"share_within_group\"\nFROM \"c8\"\nGROUP BY \"URL_Length\", \"Shortining_Service\"\nORDER BY \"share_within_group\" DESC;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"URL_Length\", item_col=\"Shortining_Service\", and measure_col=\"double_slash_redirecting\". CAST is applied because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_51885fb5cdce75c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..596278a4710186329c12bb9d3598ae2d12db630c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16039, "bytes_utf8": 16039, "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": 674, "bytes_utf8": 674, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16639, "cached_input_tokens": 15744, "output_tokens": 455, "reasoning_output_tokens": 286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33198181f93b650cb951221e5dc332ddbe49e203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/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_551910b002dc58e4", + "api_calls": 0, + "input_tokens": 16639, + "cached_input_tokens": 15744, + "output_tokens": 455, + "total_tokens": 17094, + "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": 13589.11, + "sql_execution_elapsed_ms_total": 6.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0c2dd85927d451559a6f77c3bd950958a9d435f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:23.671106+00:00", + "ended_at": "2026-05-19T15:49:37.260243+00:00", + "elapsed_ms": 13589.11, + "prompt_metrics": { + "chars": 16039, + "bytes_utf8": 16039, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1041, + "bytes_utf8": 1041, + "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": 674, + "bytes_utf8": 674, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16639, + "cached_input_tokens": 15744, + "output_tokens": 455, + "reasoning_output_tokens": 286 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46d8b9cd939c4405fb24a064c098ae51d586c874 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Submitting_to_email, measure_col=Iframe.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Submitting_to_email", + "measure_col": "Iframe", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffbf3233ff3fac0b724f023652283148ea9f2d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-7367-76f2-a74e-6b342675faeb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Submitting_to_email\\\", SUM(CAST(\\\"Iframe\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Submitting_to_email\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Submitting_to_email\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\\\"Submitting_to_email\\\" and measure_col=\\\"Iframe\\\". CAST is applied because the schema stores feature values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16639,"cached_input_tokens":15744,"output_tokens":455,"reasoning_output_tokens":286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..172d8fa5a30902486e32520544f2cf8d99ef2220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Submitting_to_email\", SUM(CAST(\"Iframe\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Submitting_to_email\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Submitting_to_email\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\"Submitting_to_email\" and measure_col=\"Iframe\". CAST is applied because the schema stores feature values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_551910b002dc58e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_572784f170a9f7b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_572784f170a9f7b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a1dfcd8f75485aff61afd5ec4fb89017f779f29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_572784f170a9f7b5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:03.696374+00:00", + "ended_at": "2026-05-19T16:03:06.504827+00:00", + "elapsed_ms": 2808.4, + "returncode": 1, + "prompt_metrics": { + "chars": 15410, + "bytes_utf8": 15410, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_572784f170a9f7b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_572784f170a9f7b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a767dfa26d417a15871e94f7877788e14a9a89b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=having_At_Symbol, condition_col=having_At_Symbol. +Result preview: [{"having_At_Symbol": "1", "condition_rate": 1.0}, {"having_At_Symbol": "-1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a27dda6d74cf71e717aa3b6de2965b04b29f47b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c8_58283ffc3f1f0a9c +-- problem_id: v2p_c8_2f985913e3e4dc2f +-- realization_mode: agent +-- source_kind: agent +SELECT "having_At_Symbol", + AVG(CASE WHEN "having_At_Symbol" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c8" +GROUP BY "having_At_Symbol" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..271668c2a7cf96d69f0cb935529f34589dd6f7ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"having_At_Symbol\",\n AVG(CASE WHEN \"having_At_Symbol\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"having_At_Symbol\\\",\\n AVG(CASE WHEN \\\"having_At_Symbol\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"having_At_Symbol\", \"condition_rate\"], \"rows\": [{\"having_At_Symbol\": \"1\", \"condition_rate\": 1.0}, {\"having_At_Symbol\": \"-1\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1db1e6a98013088c07db6b310bd5e349e91a47dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:59:43.794902+00:00", + "ended_at": "2026-05-19T15:59:53.161239+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_58283ffc3f1f0a9c", + "problem_id": "v2p_c8_2f985913e3e4dc2f", + "dataset_id": "c8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=having_At_Symbol, condition_col=having_At_Symbol.", + "bindings": { + "group_col": "having_At_Symbol", + "condition_col": "having_At_Symbol", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_58283ffc3f1f0a9c.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_58283ffc3f1f0a9c", + "api_calls": 0, + "input_tokens": 16577, + "cached_input_tokens": 15744, + "output_tokens": 333, + "total_tokens": 16910, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9352.7, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9c281e1d587c840f385fd9000bc60760b4498ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:53.150615+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9352.7, "started_at": "2026-05-19T15:59:43.796435+00:00", "ended_at": "2026-05-19T15:59:53.149168+00:00", "prompt_metrics": {"chars": 15750, "bytes_utf8": 15750, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16577, "cached_input_tokens": 15744, "output_tokens": 333, "reasoning_output_tokens": 188}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"having_At_Symbol\\\",\\n AVG(CASE WHEN \\\"having_At_Symbol\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested template with both group_col and condition_col bound to \\\"having_At_Symbol\\\". Because the grouping column and condition column are the same, each group's rate is deterministic: 1.0 for group '1' and 0.0 for group '-1'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2793e9967f45aab6618cac6c2a089dab9499807b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_58283ffc3f1f0a9c", + "api_calls": 0, + "input_tokens": 16577, + "cached_input_tokens": 15744, + "output_tokens": 333, + "total_tokens": 16910, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9352.7, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ec81da8ddc1c1515b7f433fab2f7dda942148fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:02:12.178267+00:00", + "ended_at": "2026-05-19T16:02:19.470306+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_58820733d8185379", + "problem_id": "v2p_c8_0ed829d74156558e", + "dataset_id": "c8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=port, condition_col=port.", + "bindings": { + "group_col": "port", + "condition_col": "port", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb9d67689d0198c5ed37df88c4cb8bbd85dd58c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:15.560888+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3379.99, "started_at": "2026-05-19T16:02:12.180184+00:00", "ended_at": "2026-05-19T16:02:15.560204+00:00", "prompt_metrics": {"chars": 15696, "bytes_utf8": 15696, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-2d6d-7021-8522-626f590050d8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:19.470114+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2906.66, "started_at": "2026-05-19T16:02:16.561980+00:00", "ended_at": "2026-05-19T16:02:19.468714+00:00", "prompt_metrics": {"chars": 15696, "bytes_utf8": 15696, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-3e75-79b0-a733-8743f8e207db\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46c2698191bd82b6ed2216f3fed5fe1a94f70f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15688, "bytes_utf8": 15688, "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": 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": 15688, "bytes_utf8": 15688, "lines": 471, "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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16560, "cached_input_tokens": 12032, "output_tokens": 294, "reasoning_output_tokens": 192}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..285b85eb0a3a7f48cdf5065fc7566dc54b75ccae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_5c26cbb599c18573", + "api_calls": 0, + "input_tokens": 16560, + "cached_input_tokens": 12032, + "output_tokens": 294, + "total_tokens": 16854, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10807.25, + "sql_execution_elapsed_ms_total": 5.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6717185c6df4507b4bc468439bc200b8925ff236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:00.358752+00:00", + "ended_at": "2026-05-19T16:02:03.838179+00:00", + "elapsed_ms": 3479.39, + "returncode": 1, + "prompt_metrics": { + "chars": 15688, + "bytes_utf8": 15688, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..16cac50ab19030d8b2034e4437da44856c1d085d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:04.841441+00:00", + "ended_at": "2026-05-19T16:02:12.169350+00:00", + "elapsed_ms": 7327.86, + "prompt_metrics": { + "chars": 15688, + "bytes_utf8": 15688, + "lines": 471, + "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": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16560, + "cached_input_tokens": 12032, + "output_tokens": 294, + "reasoning_output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08ed4bf6f9b182ec6bf0d9bf914de346f9635b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=port, condition_col=port.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "port", + "condition_col": "port", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 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": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08ed4bf6f9b182ec6bf0d9bf914de346f9635b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=port, condition_col=port.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "port", + "condition_col": "port", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 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": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c221d04f6c6d723d96b4d81201457877a7fb94cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-ff33-72e3-b758-0473f6e98dd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c0e5502e4d1d0231cd688d417b426d7631dc98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-ff33-72e3-b758-0473f6e98dd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e23888dc95c80f44f17e4026a52301ee94c6cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-10c3-7ba0-9854-eb78bc7ac2a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"port\\\",\\n AVG(CASE WHEN \\\"port\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"port\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the grouped condition rate template exactly as planned, with both group_col and condition_col bound to \\\"port\\\" and condition_value fixed to '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16560,"cached_input_tokens":12032,"output_tokens":294,"reasoning_output_tokens":192}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ba484f5cedd957047dc74bbd51f04e96426fa89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"port\",\n AVG(CASE WHEN \"port\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"port\"\nORDER BY condition_rate DESC;","notes":"Uses the grouped condition rate template exactly as planned, with both group_col and condition_col bound to \"port\" and condition_value fixed to '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5c26cbb599c18573/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f53e2ae40ca2832b3529aa414cca7c64cc1e7b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16350, "bytes_utf8": 16350, "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": 791, "bytes_utf8": 791, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16720, "cached_input_tokens": 15744, "output_tokens": 709, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eeb96f45d4522d6cb9bc00821a6c0b4abd166581 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/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_5d7ec7462a146765", + "api_calls": 0, + "input_tokens": 16720, + "cached_input_tokens": 15744, + "output_tokens": 709, + "total_tokens": 17429, + "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": 13391.34, + "sql_execution_elapsed_ms_total": 10.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c3768b90620651b7acdd3bc4abff868cba184b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:41.437804+00:00", + "ended_at": "2026-05-19T15:40:54.829173+00:00", + "elapsed_ms": 13391.34, + "prompt_metrics": { + "chars": 16350, + "bytes_utf8": 16350, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1156, + "bytes_utf8": 1156, + "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": 791, + "bytes_utf8": 791, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16720, + "cached_input_tokens": 15744, + "output_tokens": 709, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f0cf519597478218a9cb8d1410c07c50e371e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Domain_registeration_length", + "condition_col": "Domain_registeration_length", + "condition_value": "-1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02aafd656cd16156a349d9629782d1cd55d131be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-7b7b-75f3-84d4-cf4b2b76a7fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Domain_registeration_length\\\",\\n SUM(CASE WHEN \\\"Domain_registeration_length\\\" = '-1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Domain_registeration_length\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Domain_registeration_length\\\"\\n)\\nSELECT \\\"Domain_registeration_length\\\",\\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 \\\"Domain_registeration_length\\\", using '-1' as the numerator condition and '1' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16720,"cached_input_tokens":15744,"output_tokens":709,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e959c8bbe9fe263221620a6eabbc34d8b3499fc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"Domain_registeration_length\",\n SUM(CASE WHEN \"Domain_registeration_length\" = '-1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Domain_registeration_length\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c8\"\n GROUP BY \"Domain_registeration_length\"\n)\nSELECT \"Domain_registeration_length\",\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 \"Domain_registeration_length\", using '-1' as the numerator condition and '1' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d7ec7462a146765/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25bd06ec9c20759c7c62c49992f0559936b0b496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15510, "bytes_utf8": 15510, "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": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16511, "cached_input_tokens": 12032, "output_tokens": 526, "reasoning_output_tokens": 414}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc3fa8b601cca55ccda43dfc10c575a729d12636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/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_5d8884527f770286", + "api_calls": 0, + "input_tokens": 16511, + "cached_input_tokens": 12032, + "output_tokens": 526, + "total_tokens": 17037, + "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": 11718.77, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8c47bbeaa6762721b2f30a34c77f30ff8a092ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:41.152706+00:00", + "ended_at": "2026-05-19T15:29:52.871499+00:00", + "elapsed_ms": 11718.77, + "prompt_metrics": { + "chars": 15510, + "bytes_utf8": 15510, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 795, + "bytes_utf8": 795, + "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": 433, + "bytes_utf8": 433, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16511, + "cached_input_tokens": 12032, + "output_tokens": 526, + "reasoning_output_tokens": 414 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..345e0f5d2cf421269e6429f6d9e6d1c57add4bbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=double_slash_redirecting, measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "double_slash_redirecting", + "measure_col": "Prefix_Suffix", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26da16e3ea83a8cbd6ffd558d91645fd4673e621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-6828-7db3-ae76-51b46fb41e91"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"double_slash_redirecting\\\", SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the bound template roles directly: grouped by \\\"double_slash_redirecting\\\" and summed \\\"Prefix_Suffix\\\". CAST to INTEGER because the schema stores numeric-coded fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16511,"cached_input_tokens":12032,"output_tokens":526,"reasoning_output_tokens":414}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cda6e2bf0f41549bed8d26604428afa85c9852c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"double_slash_redirecting\", SUM(CAST(\"Prefix_Suffix\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"double_slash_redirecting\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the bound template roles directly: grouped by \"double_slash_redirecting\" and summed \"Prefix_Suffix\". CAST to INTEGER because the schema stores numeric-coded fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5d8884527f770286/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b318bc0c110948815e9ffb7906c7cf2ffd6e068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15788, "bytes_utf8": 15788, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16601, "cached_input_tokens": 12032, "output_tokens": 607, "reasoning_output_tokens": 475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..890170dacd7c0ba9a4bd2c0ab24aa94fab6099a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/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_5fd78e04532323a8", + "api_calls": 0, + "input_tokens": 16601, + "cached_input_tokens": 12032, + "output_tokens": 607, + "total_tokens": 17208, + "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": 25277.76, + "sql_execution_elapsed_ms_total": 4.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41dbde5f1ac4f5a7b080750cc1931c885f9982dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:54.069428+00:00", + "ended_at": "2026-05-19T15:44:19.347221+00:00", + "elapsed_ms": 25277.76, + "prompt_metrics": { + "chars": 15788, + "bytes_utf8": 15788, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 857, + "bytes_utf8": 857, + "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": 482, + "bytes_utf8": 482, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16601, + "cached_input_tokens": 12032, + "output_tokens": 607, + "reasoning_output_tokens": 475 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ed05d2fca1837cb88ff85408ce431f796c1a48a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=Page_Rank.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "Page_Rank", + "predicate_col": "age_of_domain", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d644b2f98b52d6fdd7af34737d60430cf6c3429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-6bd3-7b31-9836-129a5d5f11ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"Page_Rank\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"age_of_domain\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"Page_Rank\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with \\\"URL_Length\\\" and \\\"Page_Rank\\\" as the grouping columns. \\\"age_of_domain\\\" is cast to REAL because the schema stores these coded numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16601,"cached_input_tokens":12032,"output_tokens":607,"reasoning_output_tokens":475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8134f664fbc624e49dad8e1e381a99bb9b242aa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"Page_Rank\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nWHERE CAST(\"age_of_domain\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"Page_Rank\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with \"URL_Length\" and \"Page_Rank\" as the grouping columns. \"age_of_domain\" is cast to REAL because the schema stores these coded numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fd78e04532323a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..770e65b2ced314a5a9e9af293cf9927c399f0f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15629, "bytes_utf8": 15629, "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": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16554, "cached_input_tokens": 15744, "output_tokens": 404, "reasoning_output_tokens": 266}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83c7d15049d69aef87dba7bc929dcf79e8db0f09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/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_64669efe471f46f4", + "api_calls": 0, + "input_tokens": 16554, + "cached_input_tokens": 15744, + "output_tokens": 404, + "total_tokens": 16958, + "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": 13349.6, + "sql_execution_elapsed_ms_total": 16.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fd9703712e4e867a58bfccad804927067ea5597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:19.163481+00:00", + "ended_at": "2026-05-19T15:46:32.513118+00:00", + "elapsed_ms": 13349.6, + "prompt_metrics": { + "chars": 15629, + "bytes_utf8": 15629, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 858, + "bytes_utf8": 858, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16554, + "cached_input_tokens": 15744, + "output_tokens": 404, + "reasoning_output_tokens": 266 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3eac9d7f69eb13ee5b4a53bc52b9495c9ad5c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=port.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "port", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46899f84d442ff898d965a844fec9a045d3a4347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-a2cf-7c13-acc2-4893621e9d0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"port\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"port\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"port\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"port\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"port\\\" and num_tiles=10. Used CAST(\\\"port\\\" AS REAL) for numeric ordering because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16554,"cached_input_tokens":15744,"output_tokens":404,"reasoning_output_tokens":266}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..557b098fcf6860b6e9958daeb05e3c8931171356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"port\",\n NTILE(10) OVER (ORDER BY CAST(\"port\" AS REAL) DESC) AS tail_bucket\n FROM \"c8\"\n)\nSELECT \"port\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"port\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"port\" and num_tiles=10. Used CAST(\"port\" AS REAL) for numeric ordering because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_64669efe471f46f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0ea77980e3078faefb6af925083370ccb4df9a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15377, "bytes_utf8": 15377, "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": 284, "bytes_utf8": 284, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16474, "cached_input_tokens": 12032, "output_tokens": 594, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59537057c6f72c53624c7ca454e36b13c63091f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/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_6782e71ea6ac38d2", + "api_calls": 0, + "input_tokens": 16474, + "cached_input_tokens": 12032, + "output_tokens": 594, + "total_tokens": 17068, + "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": 23426.63, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41d1f9913352155591068260910339959ebdc5ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:10.263175+00:00", + "ended_at": "2026-05-19T15:33:33.689828+00:00", + "elapsed_ms": 23426.63, + "prompt_metrics": { + "chars": 15377, + "bytes_utf8": 15377, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1636, + "bytes_utf8": 1636, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 284, + "bytes_utf8": 284, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16474, + "cached_input_tokens": 12032, + "output_tokens": 594, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49ab589608389a54989182c0c3f294a4871a8a06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Redirect.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Redirect", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aca8bb1da45f05f7e7d06603bd9de1b575d1a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40de-9911-7070-87a6-79fa3289be23"} +{"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 1997814, Requested 17109. Please try again in 447ms. 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 17109. Please try again in 513ms. 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 1985482, Requested 17109. Please try again in 77ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Redirect\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Redirect\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to Redirect on the single table \\\"c8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16474,"cached_input_tokens":12032,"output_tokens":594,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..139c00a7e3f5692e13099e8edf4bd323888d49bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Redirect\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nGROUP BY \"Redirect\"\nORDER BY \"row_count\" DESC;","notes":"Applied the Grouped Count by Category template with group_col bound to Redirect on the single table \"c8\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6782e71ea6ac38d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..432103c73af5900b2737bb52df2947d08e34b640 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:59.631050+00:00", + "ended_at": "2026-05-19T16:06:03.079534+00:00", + "elapsed_ms": 3448.45, + "returncode": 1, + "prompt_metrics": { + "chars": 15476, + "bytes_utf8": 15476, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..780fe2c630a87ac3da3fd117a459bca49ae1e015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:04.082418+00:00", + "ended_at": "2026-05-19T16:06:07.338241+00:00", + "elapsed_ms": 3255.77, + "returncode": 1, + "prompt_metrics": { + "chars": 15476, + "bytes_utf8": 15476, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..053d3c1010676e4139b4b5cceec6f206817ed35c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Shortining_Service.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Shortining_Service", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..053d3c1010676e4139b4b5cceec6f206817ed35c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Shortining_Service.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Shortining_Service", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79f56642c120fa81d84ee546bce51d37eeb760c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-a5eb-7a81-903b-6dd43b848e9f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..538b9016675b263ab4cb78910d1a64b005e91c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-a5eb-7a81-903b-6dd43b848e9f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27322ac54a10cd73d1af0f09f4ec1718c82e57c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b765-7491-b916-e4103bbe6f5e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..018fe8e48ea637a078b72d159c523b5464e39e88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b765-7491-b916-e4103bbe6f5e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6833e945a9ca46c4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f1620eadf5d1b5e48b27a67e7b0a940e777ae45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:19.474239+00:00", + "ended_at": "2026-05-19T16:02:22.742818+00:00", + "elapsed_ms": 3268.55, + "returncode": 1, + "prompt_metrics": { + "chars": 15730, + "bytes_utf8": 15730, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5162cc7d5b0808dfc36eac981a8a8473956cc6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:23.744474+00:00", + "ended_at": "2026-05-19T16:02:26.875135+00:00", + "elapsed_ms": 3130.63, + "returncode": 1, + "prompt_metrics": { + "chars": 15730, + "bytes_utf8": 15730, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8317002fe28fa73c289cdf27f491cd8652e02cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=HTTPS_token, condition_col=HTTPS_token.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "HTTPS_token", + "condition_col": "HTTPS_token", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8317002fe28fa73c289cdf27f491cd8652e02cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=HTTPS_token, condition_col=HTTPS_token.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "HTTPS_token", + "condition_col": "HTTPS_token", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..867aea8e9c61eafd5d893447c1600503303fb6f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-49e5-7b60-8eee-d1205dae336d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7978cc9ea33b6af1518c5018f916735daa59b4d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-49e5-7b60-8eee-d1205dae336d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..503c33b72378f7998b26112d1b235fc237600abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5aa8-7df1-9f33-1f08cf6911aa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b1b90dd442161439eaa35cb0eb622bafa08545a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5aa8-7df1-9f33-1f08cf6911aa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6a0ce51194c2910d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c33187b19847cb2198ea62e158dcb826925640fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Request_URL, condition_col=Request_URL. +Result preview: [{"Request_URL": "-1", "condition_ratio": 0.0}, {"Request_URL": "1", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..543271f515ffcbacb65eb49edcedd11f3d9d4d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c8_6ad368a8922436bb +-- problem_id: v2p_c8_fb6ef0c358b009cd +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Request_URL", + SUM(CASE WHEN "Request_URL" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Request_URL" = '-1' THEN 1 ELSE 0 END) AS denominator_count + FROM "c8" + GROUP BY "Request_URL" +) +SELECT "Request_URL", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c313d1f71c9acb1f0faa74d3fc4591b675b0c66f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"Request_URL\", \"condition_ratio\"], \"rows\": [{\"Request_URL\": \"-1\", \"condition_ratio\": 0.0}, {\"Request_URL\": \"1\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03ed1b57a4c5a013c2ad9c8970d5973f9ec97dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:41:36.503041+00:00", + "ended_at": "2026-05-19T15:42:06.486125+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_6ad368a8922436bb", + "problem_id": "v2p_c8_fb6ef0c358b009cd", + "dataset_id": "c8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Request_URL, condition_col=Request_URL.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_6ad368a8922436bb.sql", + "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." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6018328cce8cfe6177fd294d4d29485febfb50f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:06.472786+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 29966.61, "started_at": "2026-05-19T15:41:36.504486+00:00", "ended_at": "2026-05-19T15:42:06.471124+00:00", "prompt_metrics": {"chars": 16286, "bytes_utf8": 16286, "lines": 471, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4abf7f2d47fef95626af6956e673d86920d4ac67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4ac1c9b2536dd49e1e7b0c49cdad91ed4f55644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"Statistical_report": "-1", "Result": "1", "total_measure": 451.0, "share_within_group": 81.11510791366906}, {"Statistical_report": "1", "Result": "1", "total_measure": 1972.0, "share_within_group": 67.69653278407141}, {"Statistical_report": "1", "Result": "-1", "total_measure": 941.0, "share_within_group": 32.3034672159286}, {"Statistical_report": "-1", "Result": "-1", "total_measure": 105.0, "share_within_group": 18.884892086330936}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..faabfe8f421131fa2e59e71b6e93056d3bd9d376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c8_6cd895de45b37d4c +-- problem_id: v2p_c8_b82f4af310977bf6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Statistical_report", + "Result", + SUM(CAST("having_IP_Address" AS REAL)) AS total_measure, + SUM(CAST("having_IP_Address" AS REAL)) * 100.0 / + NULLIF( + SUM(SUM(CAST("having_IP_Address" AS REAL))) OVER (PARTITION BY "Statistical_report"), + 0 + ) AS share_within_group +FROM "c8" +GROUP BY "Statistical_report", "Result" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbc7cfbdb95c0beb42ad4cbc0e1c576e1f48b24c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"Statistical_report\", \"Result\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Statistical_report\": \"-1\", \"Result\": \"1\", \"total_measure\": 451.0, \"share_within_group\": 81.11510791366906}, {\"Statistical_report\": \"1\", \"Result\": \"1\", \"total_measure\": 1972.0, \"share_within_group\": 67.69653278407141}, {\"Statistical_report\": \"1\", \"Result\": \"-1\", \"total_measure\": 941.0, \"share_within_group\": 32.3034672159286}, {\"Statistical_report\": \"-1\", \"Result\": \"-1\", \"total_measure\": 105.0, \"share_within_group\": 18.884892086330936}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ec626eb4d1553d45e82f58c216f582b473a8953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:36:29.709055+00:00", + "ended_at": "2026-05-19T15:36:47.643025+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_6cd895de45b37d4c", + "problem_id": "v2p_c8_b82f4af310977bf6", + "dataset_id": "c8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Statistical_report, measure_col=having_IP_Address.", + "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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_6cd895de45b37d4c.sql", + "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." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce24a4df33d731a5652cb9cf9898c7e5c2a6e737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:47.631425+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17919.79, "started_at": "2026-05-19T15:36:29.710480+00:00", "ended_at": "2026-05-19T15:36:47.630312+00:00", "prompt_metrics": {"chars": 15915, "bytes_utf8": 15915, "lines": 470, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d688b35b323a7e0e0e247d0480cf64494ce1c5a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e5856d7fa266cfccd301438075387970b26ac4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 10579, "support_share": 0.9569425599276346, "support_rank": 1}, {"value_label": "-1", "support": 476, "support_share": 0.04305744007236544, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0710700c69fb055dbce8f4220593bb4fdccc831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c8_707a949eba6e8a75 +-- problem_id: v2p_c8_a6da9b295797717e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "RightClick" AS value_label, COUNT(*) AS support + FROM "c8" + GROUP BY "RightClick" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c32363292f63ee704ca77a668b4fc54b45c46f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c8_707a949eba6e8a75\n-- problem_id: v2p_c8_a6da9b295797717e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"RightClick\" AS value_label, COUNT(*) AS support\n FROM \"c8\"\n GROUP BY \"RightClick\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c8_707a949eba6e8a75\\n-- problem_id: v2p_c8_a6da9b295797717e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"RightClick\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c8\\\"\\n GROUP BY \\\"RightClick\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 10579, \"support_share\": 0.9569425599276346, \"support_rank\": 1}, {\"value_label\": \"-1\", \"support\": 476, \"support_share\": 0.04305744007236544, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5469e3eb061e4568fc32b96d55caa7ca844ab163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:09:26.920939+00:00", + "ended_at": "2026-05-19T16:09:26.924435+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_707a949eba6e8a75", + "problem_id": "v2p_c8_a6da9b295797717e", + "dataset_id": "c8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=RightClick.", + "bindings": { + "group_col": "RightClick" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_707a949eba6e8a75.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_707a949eba6e8a75/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_70dd2bf0348e412f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_70dd2bf0348e412f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9d9312990f0de5277ff4c0f7e134e1ebfbbc0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_70dd2bf0348e412f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:05:07.171095+00:00", + "ended_at": "2026-05-19T16:05:14.545510+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_70dd2bf0348e412f", + "problem_id": "v2p_c8_369b60e2ffbe9db2", + "dataset_id": "c8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Result.", + "bindings": { + "group_col": "Result", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d47a6723150bca77a00230b2a9fa0e53b340a0fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15486, "bytes_utf8": 15486, "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": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16519, "cached_input_tokens": 15744, "output_tokens": 474, "reasoning_output_tokens": 366}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a74cf31140a389e87dc5dcd1b5a8fb21961a21fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/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_71ea18ccd0cd13c9", + "api_calls": 0, + "input_tokens": 16519, + "cached_input_tokens": 15744, + "output_tokens": 474, + "total_tokens": 16993, + "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": 11318.55, + "sql_execution_elapsed_ms_total": 5.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13c394bceaaeea8e2f20c78a5d37fc7a77f37c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:38.533040+00:00", + "ended_at": "2026-05-19T16:04:49.851619+00:00", + "elapsed_ms": 11318.55, + "prompt_metrics": { + "chars": 15486, + "bytes_utf8": 15486, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "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": 394, + "bytes_utf8": 394, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16519, + "cached_input_tokens": 15744, + "output_tokens": 474, + "reasoning_output_tokens": 366 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12abd6b71bb4c6b2d090022aa103b6e392f5c1ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Links_pointing_to_page.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Links_pointing_to_page", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c534b64ef579fc18c03d3753db7d941d11eef424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-692a-7c92-993c-4ef02380d961"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Links_pointing_to_page\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Links_pointing_to_page\\\"\\nORDER BY \\\"support\\\" ASC, \\\"Links_pointing_to_page\\\"\\nLIMIT 16;\",\"notes\":\"Uses the Low-Support Group Count template with \\\"Links_pointing_to_page\\\" as the grouping column and returns the lowest-support groups first.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16519,"cached_input_tokens":15744,"output_tokens":474,"reasoning_output_tokens":366}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8111520e0337851955db494dab0cd1aa9bb7bd7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"Links_pointing_to_page\",\n COUNT(*) AS \"support\"\nFROM \"c8\"\nGROUP BY \"Links_pointing_to_page\"\nORDER BY \"support\" ASC, \"Links_pointing_to_page\"\nLIMIT 16;","notes":"Uses the Low-Support Group Count template with \"Links_pointing_to_page\" as the grouping column and returns the lowest-support groups first."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_71ea18ccd0cd13c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a31abe26c2366fbabd37e72168b4f426455ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SFH. +Result preview: [{"SFH": "-1", "row_count": 8440}, {"SFH": "1", "row_count": 1854}, {"SFH": "0", "row_count": 761}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cbaac45a5502938e3c0b415620c8c4341f7c2f30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c8_72c72786623cbcca +-- problem_id: v2p_c8_83a95c07f5f1f42c +-- realization_mode: agent +-- source_kind: agent +SELECT "SFH", COUNT(*) AS row_count +FROM "c8" +GROUP BY "SFH" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..871127a3622ce10a0ce45ac03b4c3e5e7a12bab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"SFH\", COUNT(*) AS row_count\nFROM \"c8\"\nGROUP BY \"SFH\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"SFH\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nGROUP BY \\\"SFH\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"SFH\", \"row_count\"], \"rows\": [{\"SFH\": \"-1\", \"row_count\": 8440}, {\"SFH\": \"1\", \"row_count\": 1854}, {\"SFH\": \"0\", \"row_count\": 761}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1cf7b4d25aba1cf6ff708905616994aea9db445 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:32:32.981040+00:00", + "ended_at": "2026-05-19T15:32:47.171227+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_72c72786623cbcca", + "problem_id": "v2p_c8_83a95c07f5f1f42c", + "dataset_id": "c8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SFH.", + "bindings": { + "group_col": "SFH", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_72c72786623cbcca.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_72c72786623cbcca", + "api_calls": 0, + "input_tokens": 16476, + "cached_input_tokens": 12032, + "output_tokens": 176, + "total_tokens": 16652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.69, + "sql_execution_elapsed_ms_total": 3.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43a6dca70829f28c1c354b6a89e3821b915360e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:47.166067+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14182.69, "started_at": "2026-05-19T15:32:32.982523+00:00", "ended_at": "2026-05-19T15:32:47.165235+00:00", "prompt_metrics": {"chars": 15366, "bytes_utf8": 15366, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 259, "bytes_utf8": 259, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16476, "cached_input_tokens": 12032, "output_tokens": 176, "reasoning_output_tokens": 99}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"SFH\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nGROUP BY \\\"SFH\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"SFH\\\" on the single table \\\"c8\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4b842f7c7ce018b11b84cd004bb1a03ec9834e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_72c72786623cbcca", + "api_calls": 0, + "input_tokens": 16476, + "cached_input_tokens": 12032, + "output_tokens": 176, + "total_tokens": 16652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.69, + "sql_execution_elapsed_ms_total": 3.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b81664f942e66df64844007156d90b4d91090e6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:51.331141+00:00", + "ended_at": "2026-05-19T16:03:57.208169+00:00", + "elapsed_ms": 5876.99, + "returncode": 1, + "prompt_metrics": { + "chars": 15399, + "bytes_utf8": 15399, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02a305980a75fd9431b8b093a0bf5c19441501df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:58.209821+00:00", + "ended_at": "2026-05-19T16:04:01.113516+00:00", + "elapsed_ms": 2903.66, + "returncode": 1, + "prompt_metrics": { + "chars": 15399, + "bytes_utf8": 15399, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..675d9d53b3b8969ef4a72a60c0368160027ae899 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Result.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Result", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..675d9d53b3b8969ef4a72a60c0368160027ae899 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Result.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Result", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdb7da7cdccde4ad0efb85a26f263202ef8bebdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b0b1-7303-9181-6a26d27a4289"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32b1408ad7170f6739d837adcb57cdf0e1e3fda7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b0b1-7303-9181-6a26d27a4289"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f780014a56839f0856e61281462d1cd4a39be762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-cb84-73c1-8239-453f94e4af73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d01fc88cea79f6a2f7bdc816838673c01ee22309 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-cb84-73c1-8239-453f94e4af73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_732dada94a9c6057/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3257367e87e6c5768df422b22c5fd3340c65e1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15514, "bytes_utf8": 15514, "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": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16515, "cached_input_tokens": 12032, "output_tokens": 370, "reasoning_output_tokens": 247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25310b4d9b835786ec839f9416856804e9626394 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/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_7571e775da327c73", + "api_calls": 0, + "input_tokens": 16515, + "cached_input_tokens": 12032, + "output_tokens": 370, + "total_tokens": 16885, + "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": 9760.42, + "sql_execution_elapsed_ms_total": 7.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..262938045ba2401a339b946246a80a19600aa813 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:17.018722+00:00", + "ended_at": "2026-05-19T15:29:26.779182+00:00", + "elapsed_ms": 9760.42, + "prompt_metrics": { + "chars": 15514, + "bytes_utf8": 15514, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "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": 462, + "bytes_utf8": 462, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16515, + "cached_input_tokens": 12032, + "output_tokens": 370, + "reasoning_output_tokens": 247 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f38543c4338f2fa85ef6bea20d82d937776457c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_At_Symbol, measure_col=double_slash_redirecting.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "having_At_Symbol", + "measure_col": "double_slash_redirecting", + "top_k": 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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b7110af684ce81bfef64cf52a7cc8e257eb07e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-09d4-7c70-8d24-de581f60050e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_At_Symbol\\\", SUM(CAST(\\\"double_slash_redirecting\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the requested grouped-sum template with group_col=\\\"having_At_Symbol\\\" and measure_col=\\\"double_slash_redirecting\\\". CAST is added because the schema stores feature values as TEXT, while the measure is semantically numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16515,"cached_input_tokens":12032,"output_tokens":370,"reasoning_output_tokens":247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b47fe2b2c567d0e063691733441bffbba2bb717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"having_At_Symbol\", SUM(CAST(\"double_slash_redirecting\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the requested grouped-sum template with group_col=\"having_At_Symbol\" and measure_col=\"double_slash_redirecting\". CAST is added because the schema stores feature values as TEXT, while the measure is semantically numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7571e775da327c73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc8137f51b4b9b405c5cc593d09501243e4e63f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15497, "bytes_utf8": 15497, "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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddd3cdd1d1f774486f7b5230921bccbff92a1661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/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_76e781f7210680e7", + "api_calls": 0, + "input_tokens": 16509, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 16818, + "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": 16743.03, + "sql_execution_elapsed_ms_total": 6.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca3fbe2bbc9fa8ac9ceacd0ef1ee7d5ad3c66bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:37.194419+00:00", + "ended_at": "2026-05-19T15:30:53.937488+00:00", + "elapsed_ms": 16743.03, + "prompt_metrics": { + "chars": 15497, + "bytes_utf8": 15497, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1465, + "bytes_utf8": 1465, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16509, + "cached_input_tokens": 12032, + "output_tokens": 309, + "reasoning_output_tokens": 195 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46ccf23b5f51fb6bad15c95dba07ad3d178ca7f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_Sub_Domain, measure_col=SSLfinal_State.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "having_Sub_Domain", + "measure_col": "SSLfinal_State", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92963625248f0045acd53a867980915a8e5a47d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dc-4323-7763-aeca-574f026eccb2"} +{"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 1994615, Requested 17144. Please try again in 352ms. 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 1997555, Requested 17144. Please try again in 440ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_Sub_Domain\\\", SUM(CAST(\\\"SSLfinal_State\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_Sub_Domain\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"having_Sub_Domain\\\" and measure_col=\\\"SSLfinal_State\\\". CAST is used because the schema stores values as TEXT, while the measure is semantically numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16509,"cached_input_tokens":12032,"output_tokens":309,"reasoning_output_tokens":195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c67b59182cc8d208ad562065ee3bebaa2b587fbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"having_Sub_Domain\", SUM(CAST(\"SSLfinal_State\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_Sub_Domain\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the grouped numeric sum template with group_col=\"having_Sub_Domain\" and measure_col=\"SSLfinal_State\". CAST is used because the schema stores values as TEXT, while the measure is semantically numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_76e781f7210680e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b6be5fc779fe14821e396bef5f2cbfc07173a15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Shortining_Service, measure_col=Shortining_Service. +Result preview: [{"Shortining_Service": "1", "total_measure": 9611}, {"Shortining_Service": "-1", "total_measure": -1444}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9754113176c3872942d8f6114f71651847715d0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c8_7a5459be6788ace3 +-- problem_id: v2p_c8_e7b051e625e65f01 +-- realization_mode: agent +-- source_kind: agent +SELECT "Shortining_Service", SUM(CAST("Shortining_Service" AS NUMERIC)) AS "total_measure" +FROM "c8" +GROUP BY "Shortining_Service" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4a246eb6310427be2a673ef5d5b5210b58115e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Shortining_Service\", SUM(CAST(\"Shortining_Service\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"Shortining_Service\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Shortining_Service\\\", SUM(CAST(\\\"Shortining_Service\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Shortining_Service\", \"total_measure\"], \"rows\": [{\"Shortining_Service\": \"1\", \"total_measure\": 9611}, {\"Shortining_Service\": \"-1\", \"total_measure\": -1444}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..882c0bf0cf7ad4a98ef5170e064907d0d8cdafdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:28:56.335541+00:00", + "ended_at": "2026-05-19T15:29:08.159576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_7a5459be6788ace3", + "problem_id": "v2p_c8_e7b051e625e65f01", + "dataset_id": "c8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Shortining_Service, measure_col=Shortining_Service.", + "bindings": { + "group_col": "Shortining_Service", + "measure_col": "Shortining_Service", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_7a5459be6788ace3.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_7a5459be6788ace3", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 12288, + "output_tokens": 265, + "total_tokens": 16772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11815.64, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbaed092c4927b4af2576b9871b26d621d698431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:08.154165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11815.64, "started_at": "2026-05-19T15:28:56.337645+00:00", "ended_at": "2026-05-19T15:29:08.153320+00:00", "prompt_metrics": {"chars": 15507, "bytes_utf8": 15507, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 12288, "output_tokens": 265, "reasoning_output_tokens": 161}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Shortining_Service\\\", SUM(CAST(\\\"Shortining_Service\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col and measure_col both bound to \\\"Shortining_Service\\\". CAST is used because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8eb5291b00d8d606afc3f9dfb1bccbc390837d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_7a5459be6788ace3", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 12288, + "output_tokens": 265, + "total_tokens": 16772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11815.64, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c5179c6d554a4e67d06adaf524eccb3e32891d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15565, "bytes_utf8": 15565, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15565, "bytes_utf8": 15565, "lines": 468, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16518, "cached_input_tokens": 12032, "output_tokens": 295, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5bf7075ea51e7fa468503cbd6ad3dd81c5521871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_80cc86bbe46ab493", + "api_calls": 0, + "input_tokens": 16518, + "cached_input_tokens": 12032, + "output_tokens": 295, + "total_tokens": 16813, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13319.04, + "sql_execution_elapsed_ms_total": 18.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6ffa8ab423dd2d99f37810807ef7fefccd01466 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:42.559486+00:00", + "ended_at": "2026-05-19T16:07:45.976841+00:00", + "elapsed_ms": 3417.32, + "returncode": 1, + "prompt_metrics": { + "chars": 15565, + "bytes_utf8": 15565, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2f03c5f7b7fae86987fad61f3e60bc36bde167e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:46.979230+00:00", + "ended_at": "2026-05-19T16:07:56.880983+00:00", + "elapsed_ms": 9901.72, + "prompt_metrics": { + "chars": 15565, + "bytes_utf8": 15565, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "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": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16518, + "cached_input_tokens": 12032, + "output_tokens": 295, + "reasoning_output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f38b266926e3cde608a6ea5bdc7c3a2e86e22c90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=HTTPS_token, measure_col=popUpWidnow.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HTTPS_token", + "measure_col": "popUpWidnow", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f38b266926e3cde608a6ea5bdc7c3a2e86e22c90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=HTTPS_token, measure_col=popUpWidnow.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HTTPS_token", + "measure_col": "popUpWidnow", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..321f364b88ff02c8f1cde80a1b1143e709e5b7dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-37d1-7b50-b2ef-1c43fc9600ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb41b46a32740679c9e50b4615c84ee7d80b9a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-37d1-7b50-b2ef-1c43fc9600ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf9baca3783ec152863847692b4a266d4737603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-491b-7cd1-9df8-dff119db4df7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"HTTPS_token\\\",\\n AVG(CAST(\\\"popUpWidnow\\\" AS REAL)) OVER (PARTITION BY \\\"HTTPS_token\\\") AS avg_measure\\nFROM \\\"c8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"HTTPS_token\\\" and measure_col=\\\"popUpWidnow\\\". CAST to REAL is included because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16518,"cached_input_tokens":12032,"output_tokens":295,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..245157a1089d0b909a49caf5179e053fbf4da8d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"HTTPS_token\",\n AVG(CAST(\"popUpWidnow\" AS REAL)) OVER (PARTITION BY \"HTTPS_token\") AS avg_measure\nFROM \"c8\"\nORDER BY avg_measure DESC;","notes":"Uses the requested Window Partition Average template with group_col=\"HTTPS_token\" and measure_col=\"popUpWidnow\". CAST to REAL is included because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_80cc86bbe46ab493/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12be108b9f1b2bc4985e1930bd5702609ca76481 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15520, "bytes_utf8": 15520, "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": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 12032, "output_tokens": 365, "reasoning_output_tokens": 257}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a54f6ec25a48f10542c4a86ddf2ec6c7998c0840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/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_8437f7574094c129", + "api_calls": 0, + "input_tokens": 16509, + "cached_input_tokens": 12032, + "output_tokens": 365, + "total_tokens": 16874, + "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": 11630.09, + "sql_execution_elapsed_ms_total": 5.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51e6c7d41b1ec25fdc039e468ddffb4fe32caec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:32.222159+00:00", + "ended_at": "2026-05-19T15:31:43.852273+00:00", + "elapsed_ms": 11630.09, + "prompt_metrics": { + "chars": 15520, + "bytes_utf8": 15520, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "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": 440, + "bytes_utf8": 440, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16509, + "cached_input_tokens": 12032, + "output_tokens": 365, + "reasoning_output_tokens": 257 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75c332129a677b1b794c0b5d9de478b9ffb0f6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SSLfinal_State, measure_col=Domain_registeration_length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "SSLfinal_State", + "measure_col": "Domain_registeration_length", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7234cda2a8d0542ccaeb5041475a23b97d25b485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-19eb-7af1-a6bc-0bb46d955e55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"SSLfinal_State\\\", SUM(CAST(\\\"Domain_registeration_length\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c8\\\"\\nGROUP BY \\\"SSLfinal_State\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"SSLfinal_State\\\" and measure_col=\\\"Domain_registeration_length\\\". The measure column is CAST from TEXT to INTEGER so SQLite performs numeric summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16509,"cached_input_tokens":12032,"output_tokens":365,"reasoning_output_tokens":257}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dbd3452799aeba9598ff10c73da9055e556231f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"SSLfinal_State\", SUM(CAST(\"Domain_registeration_length\" AS INTEGER)) AS total_measure\nFROM \"c8\"\nGROUP BY \"SSLfinal_State\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"SSLfinal_State\" and measure_col=\"Domain_registeration_length\". The measure column is CAST from TEXT to INTEGER so SQLite performs numeric summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8437f7574094c129/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf1ba162e91e82b4838d39eed0a70168a8e28c43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15388, "bytes_utf8": 15388, "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": 291, "bytes_utf8": 291, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16478, "cached_input_tokens": 15744, "output_tokens": 256, "reasoning_output_tokens": 175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d08409d26179d12e9592c7d881c351b0f0c6c032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/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_85159dc53db76c43", + "api_calls": 0, + "input_tokens": 16478, + "cached_input_tokens": 15744, + "output_tokens": 256, + "total_tokens": 16734, + "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": 9958.69, + "sql_execution_elapsed_ms_total": 3.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99c652eeb3dde2039ddf063ea2e6b68e0e2c444e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:23.015907+00:00", + "ended_at": "2026-05-19T15:32:32.974627+00:00", + "elapsed_ms": 9958.69, + "prompt_metrics": { + "chars": 15388, + "bytes_utf8": 15388, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 641, + "bytes_utf8": 641, + "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": 291, + "bytes_utf8": 291, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16478, + "cached_input_tokens": 15744, + "output_tokens": 256, + "reasoning_output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9184abdcb6140c8ca04bcb6b6d5621510caf53f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Links_in_tags.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Links_in_tags", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d075463f89f9e8fc50caf856ccf1400fa68474e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-e08f-7780-9b0c-83aa250e56b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Links_in_tags\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Links_in_tags\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the planned grouped-count template with group_col fixed to \\\"Links_in_tags\\\" on the single table \\\"c8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16478,"cached_input_tokens":15744,"output_tokens":256,"reasoning_output_tokens":175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e2ee03ed70bfe65ccd26b177787e6416b7bb379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Links_in_tags\", COUNT(*) AS row_count\nFROM \"c8\"\nGROUP BY \"Links_in_tags\"\nORDER BY row_count DESC;","notes":"Applies the planned grouped-count template with group_col fixed to \"Links_in_tags\" on the single table \"c8\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85159dc53db76c43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..12064e25abb882da1ac5ae13a9efb910fcaab306 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Links_in_tags, measure_col=DNSRecord. +Result preview: [{"Links_in_tags": "0", "avg_measure": 0.4349291975724882}, {"Links_in_tags": "-1", "avg_measure": 0.3827098078867543}, {"Links_in_tags": "1", "avg_measure": 0.27169811320754716}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01a4db0858da9c20241e35bd1ce3e6a07047b052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c8_85ac56160cf1ae74 +-- problem_id: v2p_c8_6552c32c4ba3d0a8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Links_in_tags", + AVG(CAST("DNSRecord" AS REAL)) OVER (PARTITION BY "Links_in_tags") AS "avg_measure" +FROM "c8" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b7b1a15ebcae7ea3c531f5a08e8b7ede68c208a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Links_in_tags\",\n AVG(CAST(\"DNSRecord\" AS REAL)) OVER (PARTITION BY \"Links_in_tags\") AS \"avg_measure\"\nFROM \"c8\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Links_in_tags\\\",\\n AVG(CAST(\\\"DNSRecord\\\" AS REAL)) OVER (PARTITION BY \\\"Links_in_tags\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"Links_in_tags\", \"avg_measure\"], \"rows\": [{\"Links_in_tags\": \"0\", \"avg_measure\": 0.4349291975724882}, {\"Links_in_tags\": \"-1\", \"avg_measure\": 0.3827098078867543}, {\"Links_in_tags\": \"1\", \"avg_measure\": 0.27169811320754716}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d23b5775c26ea0a7601300d40fb50ff00dda0703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:08:49.407053+00:00", + "ended_at": "2026-05-19T16:08:59.123919+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_85ac56160cf1ae74", + "problem_id": "v2p_c8_6552c32c4ba3d0a8", + "dataset_id": "c8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Links_in_tags, measure_col=DNSRecord.", + "bindings": { + "group_col": "Links_in_tags", + "measure_col": "DNSRecord", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_85ac56160cf1ae74.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_85ac56160cf1ae74", + "api_calls": 0, + "input_tokens": 16516, + "cached_input_tokens": 12032, + "output_tokens": 386, + "total_tokens": 16902, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9691.41, + "sql_execution_elapsed_ms_total": 20.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b3985266e4c85b9a40c5ccfbf53a2cf2af61b5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:08:59.101385+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9691.41, "started_at": "2026-05-19T16:08:49.408934+00:00", "ended_at": "2026-05-19T16:08:59.100373+00:00", "prompt_metrics": {"chars": 15564, "bytes_utf8": 15564, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16516, "cached_input_tokens": 12032, "output_tokens": 386, "reasoning_output_tokens": 276}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Links_in_tags\\\",\\n AVG(CAST(\\\"DNSRecord\\\" AS REAL)) OVER (PARTITION BY \\\"Links_in_tags\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the planned Window Partition Average template with group_col=\\\"Links_in_tags\\\" and measure_col=\\\"DNSRecord\\\". CAST is included so SQLite averages the TEXT-backed discrete values numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6b699174fcce0a38efb82746771a3e2b40f8bec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_85ac56160cf1ae74", + "api_calls": 0, + "input_tokens": 16516, + "cached_input_tokens": 12032, + "output_tokens": 386, + "total_tokens": 16902, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9691.41, + "sql_execution_elapsed_ms_total": 20.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c29c1393ad5afa56291931bcd1c3f83e9d32ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15399, "bytes_utf8": 15399, "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": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16478, "cached_input_tokens": 12032, "output_tokens": 214, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..893c34e01c382ad789a063e5705cf8336e07dc2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/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_87bb84bb058ec7dd", + "api_calls": 0, + "input_tokens": 16478, + "cached_input_tokens": 12032, + "output_tokens": 214, + "total_tokens": 16692, + "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": 10577.66, + "sql_execution_elapsed_ms_total": 4.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8ee8a2ced30a60f90b4f90c27a6c6b5c297d865 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:47.173403+00:00", + "ended_at": "2026-05-19T15:32:57.751094+00:00", + "elapsed_ms": 10577.66, + "prompt_metrics": { + "chars": 15399, + "bytes_utf8": 15399, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 661, + "bytes_utf8": 661, + "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": 315, + "bytes_utf8": 315, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16478, + "cached_input_tokens": 12032, + "output_tokens": 214, + "reasoning_output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd6582e06e56dea21ecc56a471baa2eacd09bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Submitting_to_email.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Submitting_to_email", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c093fb4a7f9147906b6274e3fbb0bbc77d1422f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-3ede-7562-9459-75fe50f4fff3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Submitting_to_email\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Submitting_to_email\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"Submitting_to_email\\\" to return the category distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16478,"cached_input_tokens":12032,"output_tokens":214,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a729409c54f17c73994a5f2af14887859ec21978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Submitting_to_email\", COUNT(*) AS row_count\nFROM \"c8\"\nGROUP BY \"Submitting_to_email\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"Submitting_to_email\" to return the category distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_87bb84bb058ec7dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1885aa9c27379cf245797180b44397d9fa35fe3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15746, "bytes_utf8": 15746, "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": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16573, "cached_input_tokens": 12032, "output_tokens": 424, "reasoning_output_tokens": 275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ece4e5b00de9938d6b3940ecf9a7cdd1238d52a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/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_8d44e5177deeaaf1", + "api_calls": 0, + "input_tokens": 16573, + "cached_input_tokens": 12032, + "output_tokens": 424, + "total_tokens": 16997, + "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": 11675.64, + "sql_execution_elapsed_ms_total": 4.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e69d3c2d78de35d4f9167f686b3611c835e0a0dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:56.151979+00:00", + "ended_at": "2026-05-19T16:01:07.827657+00:00", + "elapsed_ms": 11675.64, + "prompt_metrics": { + "chars": 15746, + "bytes_utf8": 15746, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 907, + "bytes_utf8": 907, + "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": 548, + "bytes_utf8": 548, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16573, + "cached_input_tokens": 12032, + "output_tokens": 424, + "reasoning_output_tokens": 275 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ffe60fce7981ccc1139e44c134f3d0643f4b4b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=having_Sub_Domain, condition_col=having_Sub_Domain.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "having_Sub_Domain", + "condition_col": "having_Sub_Domain", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5298434a5c52952eda6ff5530c951b8a543a3be6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-0455-7db2-a9e9-66a08fc34ffd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"having_Sub_Domain\\\",\\n AVG(CASE WHEN \\\"having_Sub_Domain\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_Sub_Domain\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"having_Sub_Domain\\\" and condition_value bound to '0'. Since the grouping and condition columns are the same, the resulting rate is 1.0 for group '0' and 0.0 for other non-null groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16573,"cached_input_tokens":12032,"output_tokens":424,"reasoning_output_tokens":275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11eb9f3dda4a261f965772be089365947db8c6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"having_Sub_Domain\",\n AVG(CASE WHEN \"having_Sub_Domain\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c8\"\nGROUP BY \"having_Sub_Domain\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \"having_Sub_Domain\" and condition_value bound to '0'. Since the grouping and condition columns are the same, the resulting rate is 1.0 for group '0' and 0.0 for other non-null groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8d44e5177deeaaf1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf6bb014549375035035f689f6dc583a8fb40721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Statistical_report, measure_col=Prefix_Suffix. +Result preview: [{"Statistical_report": "1", "percentile_measure": 1.0}, {"Statistical_report": "-1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c269c833f52ad390a01a22a07878295574285ef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c8_8eed30a8a776dc80 +-- problem_id: v2p_c8_a2231d3ce4918ec2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Statistical_report", + CAST("Prefix_Suffix" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "Statistical_report" + ORDER BY CAST("Prefix_Suffix" AS REAL) + ) AS "cume_dist_value" + FROM "c8" + WHERE "Statistical_report" IS NOT NULL + AND "Prefix_Suffix" IS NOT NULL +) +SELECT + "Statistical_report", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "cume_dist_value" >= 0.95 +GROUP BY "Statistical_report" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd4d14558d02f0f91ee7c3fea2bb77539752659c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"Statistical_report\", \"percentile_measure\"], \"rows\": [{\"Statistical_report\": \"1\", \"percentile_measure\": 1.0}, {\"Statistical_report\": \"-1\", \"percentile_measure\": 1.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5002ca0040118e980fcd8db34b23282c4c64fc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:57:29.358390+00:00", + "ended_at": "2026-05-19T15:57:50.972070+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_8eed30a8a776dc80", + "problem_id": "v2p_c8_a2231d3ce4918ec2", + "dataset_id": "c8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Statistical_report, measure_col=Prefix_Suffix.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_8eed30a8a776dc80.sql", + "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." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2a3698bc1256f1f1a3882279dd7179d926c9f55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:50.945043+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21583.77, "started_at": "2026-05-19T15:57:29.360051+00:00", "ended_at": "2026-05-19T15:57:50.943844+00:00", "prompt_metrics": {"chars": 15679, "bytes_utf8": 15679, "lines": 468, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7db566a9c3d34af12b1573c3e0e9fb73d2d327aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a813b397aff5826a803d0926c1790dd845103191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15508, "bytes_utf8": 15508, "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": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 12032, "output_tokens": 329, "reasoning_output_tokens": 227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d09ae75c3a9f6845d795074f79f718a4b7130d0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/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_91086d85c6a2e928", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 12032, + "output_tokens": 329, + "total_tokens": 16836, + "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": 8844.01, + "sql_execution_elapsed_ms_total": 6.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..907ee9cf9cce56fd32d96291aede36192674501a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:08.161817+00:00", + "ended_at": "2026-05-19T15:29:17.005854+00:00", + "elapsed_ms": 8844.01, + "prompt_metrics": { + "chars": 15508, + "bytes_utf8": 15508, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "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": 396, + "bytes_utf8": 396, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16507, + "cached_input_tokens": 12032, + "output_tokens": 329, + "reasoning_output_tokens": 227 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..655703bdad9a5be0615c6201e015f75d694fb0a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Shortining_Service, measure_col=Shortining_Service.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Shortining_Service", + "measure_col": "Shortining_Service", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b9610d60929267bf5aa8fe58e1f96c0c3c9d5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-e739-7592-bfdc-68ab8c49d559"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Shortining_Service\\\", SUM(CAST(\\\"Shortining_Service\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with both group_col and measure_col bound to \\\"Shortining_Service\\\". CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16507,"cached_input_tokens":12032,"output_tokens":329,"reasoning_output_tokens":227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..656d6793c5c416481ba579e707df49b971fe2532 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Shortining_Service\", SUM(CAST(\"Shortining_Service\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"Shortining_Service\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the grouped numeric sum template with both group_col and measure_col bound to \"Shortining_Service\". CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_91086d85c6a2e928/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..115702a2866769348d5cf0c65b9dbff1854ea12d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=URL_Length, measure_col=URL_Length. +Result preview: [{"URL_Length": "1", "total_measure": 1960}, {"URL_Length": "0", "total_measure": 0}, {"URL_Length": "-1", "total_measure": -8960}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a44d14c1728192da6b189008cc7bf81524801359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c8_92017410b361252c +-- problem_id: v2p_c8_5c54adc0c1bb8bd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "URL_Length", SUM(CAST("URL_Length" AS INTEGER)) AS "total_measure" +FROM "c8" +GROUP BY "URL_Length" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fa0b200334e949fc22852e2767424f87656fdee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"URL_Length\", SUM(CAST(\"URL_Length\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"URL_Length\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"URL_Length\\\", SUM(CAST(\\\"URL_Length\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"URL_Length\", \"total_measure\"], \"rows\": [{\"URL_Length\": \"1\", \"total_measure\": 1960}, {\"URL_Length\": \"0\", \"total_measure\": 0}, {\"URL_Length\": \"-1\", \"total_measure\": -8960}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f16607f022815a8cddd54e747cf06d71188345d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:28:37.164247+00:00", + "ended_at": "2026-05-19T15:28:48.694623+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_92017410b361252c", + "problem_id": "v2p_c8_5c54adc0c1bb8bd0", + "dataset_id": "c8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=URL_Length, measure_col=URL_Length.", + "bindings": { + "group_col": "URL_Length", + "measure_col": "URL_Length", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_92017410b361252c.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_92017410b361252c", + "api_calls": 0, + "input_tokens": 16503, + "cached_input_tokens": 12032, + "output_tokens": 500, + "total_tokens": 17003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11523.09, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fffa323578d77dd8f1c91e13d4dccdd4cfba4ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:48.689684+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11523.09, "started_at": "2026-05-19T15:28:37.165678+00:00", "ended_at": "2026-05-19T15:28:48.688787+00:00", "prompt_metrics": {"chars": 15475, "bytes_utf8": 15475, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16503, "cached_input_tokens": 12032, "output_tokens": 500, "reasoning_output_tokens": 399}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"URL_Length\\\", SUM(CAST(\\\"URL_Length\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-sum template with group_col=\\\"URL_Length\\\" and measure_col=\\\"URL_Length\\\". CAST is applied because the SQLite schema stores the column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87b29985de0aad690f4644becd9d20548bafc41c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_92017410b361252c", + "api_calls": 0, + "input_tokens": 16503, + "cached_input_tokens": 12032, + "output_tokens": 500, + "total_tokens": 17003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11523.09, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1123901acc60dea334f453abb3c86dd4b693148c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15911, "bytes_utf8": 15911, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 777, "bytes_utf8": 777, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16627, "cached_input_tokens": 12032, "output_tokens": 1006, "reasoning_output_tokens": 785}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bcbc47bd16a497ae6bfc35aa2ab3dfecfc5af3e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/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_92188e9150841e1d", + "api_calls": 0, + "input_tokens": 16627, + "cached_input_tokens": 12032, + "output_tokens": 1006, + "total_tokens": 17633, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21184.43, + "sql_execution_elapsed_ms_total": 6.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b669e4ba7ffe8425f2764e6d9674d32341c06e45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:43.223773+00:00", + "ended_at": "2026-05-19T15:36:04.408230+00:00", + "elapsed_ms": 21184.43, + "prompt_metrics": { + "chars": 15911, + "bytes_utf8": 15911, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1170, + "bytes_utf8": 1170, + "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": 777, + "bytes_utf8": 777, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16627, + "cached_input_tokens": 12032, + "output_tokens": 1006, + "reasoning_output_tokens": 785 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f350f548eb072892f37facd093350850f51116 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Links_pointing_to_page, measure_col=Result.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Links_pointing_to_page", + "measure_col": "Result", + "item_col": "Statistical_report", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc8ed142fe2f2d85bd3fce73fb66d77e81bce293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-ee97-7e52-afd0-3283fbe96eaa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Links_pointing_to_page\\\",\\n \\\"Statistical_report\\\",\\n SUM(CAST(\\\"Result\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Result\\\" AS REAL)) * 100.0 / NULLIF(\\n SUM(SUM(CAST(\\\"Result\\\" AS REAL))) OVER (PARTITION BY \\\"Links_pointing_to_page\\\"),\\n 0\\n ) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY\\n \\\"Links_pointing_to_page\\\",\\n \\\"Statistical_report\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Uses the requested within-group share template with group_col=\\\"Links_pointing_to_page\\\", item_col=\\\"Statistical_report\\\", and measure_col=\\\"Result\\\". \\\"Result\\\" is stored as TEXT in SQLite, so it is cast to REAL before summation; NULLIF prevents division-by-zero when a group's signed total is 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16627,"cached_input_tokens":12032,"output_tokens":1006,"reasoning_output_tokens":785}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3acf71aef7fd76c7b8b4088848624dca3dead7f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Links_pointing_to_page\",\n \"Statistical_report\",\n SUM(CAST(\"Result\" AS REAL)) AS total_measure,\n SUM(CAST(\"Result\" AS REAL)) * 100.0 / NULLIF(\n SUM(SUM(CAST(\"Result\" AS REAL))) OVER (PARTITION BY \"Links_pointing_to_page\"),\n 0\n ) AS share_within_group\nFROM \"c8\"\nGROUP BY\n \"Links_pointing_to_page\",\n \"Statistical_report\"\nORDER BY share_within_group DESC\nLIMIT 13;","notes":"Uses the requested within-group share template with group_col=\"Links_pointing_to_page\", item_col=\"Statistical_report\", and measure_col=\"Result\". \"Result\" is stored as TEXT in SQLite, so it is cast to REAL before summation; NULLIF prevents division-by-zero when a group's signed total is 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92188e9150841e1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..213b51ebd0d31d59d085e2eb57040832cd6f5765 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Page_Rank, measure_col=Links_pointing_to_page. +Result preview: [{"Page_Rank": "-1", "Google_Index": "1", "total_measure": 2451.0, "share_within_group": 84.54639530872714}, {"Page_Rank": "1", "Google_Index": "1", "total_measure": 738.0, "share_within_group": 81.63716814159292}, {"Page_Rank": "1", "Google_Index": "-1", "total_measure": 166.0, "share_within_group": 18.36283185840708}, {"Page_Rank": "-1", "Google_Index": "-1", "total_measure": 448.0, "share_within_group": 15.453604691272853}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37e359fc60f96ff4f492560b2109123e50842c2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c8_929d75d4a5840454 +-- problem_id: v2p_c8_21eeb5450e448565 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Page_Rank", + "Google_Index", + SUM(CAST("Links_pointing_to_page" AS REAL)) AS total_measure, + SUM(CAST("Links_pointing_to_page" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("Links_pointing_to_page" AS REAL))) OVER (PARTITION BY "Page_Rank"), 0) AS share_within_group +FROM "c8" +GROUP BY "Page_Rank", "Google_Index" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f002f723c9fb43b75d6662b6cf7823644d528b26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Page_Rank\",\n \"Google_Index\",\n SUM(CAST(\"Links_pointing_to_page\" AS REAL)) AS total_measure,\n SUM(CAST(\"Links_pointing_to_page\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"Links_pointing_to_page\" AS REAL))) OVER (PARTITION BY \"Page_Rank\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"Page_Rank\", \"Google_Index\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Page_Rank\\\",\\n \\\"Google_Index\\\",\\n SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL))) OVER (PARTITION BY \\\"Page_Rank\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Page_Rank\\\", \\\"Google_Index\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Page_Rank\", \"Google_Index\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Page_Rank\": \"-1\", \"Google_Index\": \"1\", \"total_measure\": 2451.0, \"share_within_group\": 84.54639530872714}, {\"Page_Rank\": \"1\", \"Google_Index\": \"1\", \"total_measure\": 738.0, \"share_within_group\": 81.63716814159292}, {\"Page_Rank\": \"1\", \"Google_Index\": \"-1\", \"total_measure\": 166.0, \"share_within_group\": 18.36283185840708}, {\"Page_Rank\": \"-1\", \"Google_Index\": \"-1\", \"total_measure\": 448.0, \"share_within_group\": 15.453604691272853}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4006c45a142ed3998fe54a5fdbdf8f3ac80aa6f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:34:47.075426+00:00", + "ended_at": "2026-05-19T15:35:01.112632+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_929d75d4a5840454", + "problem_id": "v2p_c8_21eeb5450e448565", + "dataset_id": "c8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Page_Rank, measure_col=Links_pointing_to_page.", + "bindings": { + "group_col": "Page_Rank", + "measure_col": "Links_pointing_to_page", + "item_col": "Google_Index", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_929d75d4a5840454.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_929d75d4a5840454", + "api_calls": 0, + "input_tokens": 16630, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 17322, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14014.08, + "sql_execution_elapsed_ms_total": 15.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbe1ad768b41a555a8574cbdd2212415d16fd4a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:01.093728+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14014.08, "started_at": "2026-05-19T15:34:47.078049+00:00", "ended_at": "2026-05-19T15:35:01.092167+00:00", "prompt_metrics": {"chars": 15911, "bytes_utf8": 15911, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 705, "bytes_utf8": 705, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16630, "cached_input_tokens": 12032, "output_tokens": 692, "reasoning_output_tokens": 493}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Page_Rank\\\",\\n \\\"Google_Index\\\",\\n SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL))) OVER (PARTITION BY \\\"Page_Rank\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Page_Rank\\\", \\\"Google_Index\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Page_Rank\\\", item_col=\\\"Google_Index\\\", and measure_col=\\\"Links_pointing_to_page\\\". Cast the measure from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division by zero.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..131d142729745f0cfb09c8421908d36760e8c97c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_929d75d4a5840454", + "api_calls": 0, + "input_tokens": 16630, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 17322, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14014.08, + "sql_execution_elapsed_ms_total": 15.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7438d2966a593f6485220c16f0cffa50bba2d608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16037, "bytes_utf8": 16037, "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": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16643, "cached_input_tokens": 15744, "output_tokens": 570, "reasoning_output_tokens": 363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d5d86d3422887f48bddd91ed2b7bd83bc1bc6af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/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_95c303896c0c817b", + "api_calls": 0, + "input_tokens": 16643, + "cached_input_tokens": 15744, + "output_tokens": 570, + "total_tokens": 17213, + "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": 11599.16, + "sql_execution_elapsed_ms_total": 4.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1e58ec30236ede3ae3b7248c46dcc1dae7300c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:52.399086+00:00", + "ended_at": "2026-05-19T15:51:03.998270+00:00", + "elapsed_ms": 11599.16, + "prompt_metrics": { + "chars": 16037, + "bytes_utf8": 16037, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1118, + "bytes_utf8": 1118, + "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": 695, + "bytes_utf8": 695, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16643, + "cached_input_tokens": 15744, + "output_tokens": 570, + "reasoning_output_tokens": 363 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8880bed98ce0eec6d7d09f24406d261fa18e9ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=on_mouseover, measure_col=web_traffic.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "on_mouseover", + "measure_col": "web_traffic", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9c2b54ccbf3466377f69e801cd870b8bae716fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-ce00-73a2-adec-d1dc037add41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"on_mouseover\\\" AS \\\"on_mouseover\\\",\\n SUM(CAST(\\\"web_traffic\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"on_mouseover\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"on_mouseover\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the required template with group_col=\\\"on_mouseover\\\" and measure_col=\\\"web_traffic\\\". CAST to REAL is included because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16643,"cached_input_tokens":15744,"output_tokens":570,"reasoning_output_tokens":363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05736d0b19679d756d3fbf0e81c9561c8328d1d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"on_mouseover\" AS \"on_mouseover\",\n SUM(CAST(\"web_traffic\" AS REAL)) AS \"group_value\"\n FROM \"c8\"\n GROUP BY \"on_mouseover\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"on_mouseover\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Used the required template with group_col=\"on_mouseover\" and measure_col=\"web_traffic\". CAST to REAL is included because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_95c303896c0c817b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4394a389f74508bd0aaa56e16b8467c7429c9573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16004, "bytes_utf8": 16004, "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": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16637, "cached_input_tokens": 12032, "output_tokens": 703, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab5e5562cc17f49ba7f8ee2c942b956aaf80100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/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_978cf1130362104a", + "api_calls": 0, + "input_tokens": 16637, + "cached_input_tokens": 12032, + "output_tokens": 703, + "total_tokens": 17340, + "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": 15249.49, + "sql_execution_elapsed_ms_total": 4.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40fb1ec0dd603480f21782616632806142d8396a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:44.775821+00:00", + "ended_at": "2026-05-19T15:47:00.025348+00:00", + "elapsed_ms": 15249.49, + "prompt_metrics": { + "chars": 16004, + "bytes_utf8": 16004, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1061, + "bytes_utf8": 1061, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 646, + "bytes_utf8": 646, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16637, + "cached_input_tokens": 12032, + "output_tokens": 703, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18f2baeba887b284790660204c45bcf5366c1191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=port, measure_col=SFH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "port", + "measure_col": "SFH", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd98eaf5d4cdecc22017bdcdd52c03e1ae671c3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-072b-7b52-b8f1-1a1f7e34eb95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"port\\\", SUM(CAST(\\\"SFH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"port\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"port\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"port\\\" and measure_col=\\\"SFH\\\". CAST is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16637,"cached_input_tokens":12032,"output_tokens":703,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbd2844a81d46d0b82edc88ce86b83ae7b46a068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"port\", SUM(CAST(\"SFH\" AS REAL)) AS \"group_value\"\n FROM \"c8\"\n GROUP BY \"port\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"port\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"port\" and measure_col=\"SFH\". CAST is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_978cf1130362104a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c034fcef192911bdde60a87e542ee5f6098efe82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Shortining_Service, measure_col=Prefix_Suffix. +Result preview: [{"Shortining_Service": "1", "having_At_Symbol": "1", "total_measure": -6321.0, "share_within_group": 86.98224852071006}, {"Shortining_Service": "-1", "having_At_Symbol": "1", "total_measure": -619.0, "share_within_group": 72.14452214452214}, {"Shortining_Service": "-1", "having_At_Symbol": "-1", "total_measure": -239.0, "share_within_group": 27.855477855477854}, {"Shortining_Service": "1", "having_At_Symbol": "-1", "total_measure": -946.0, "share_within_group": 13.017751479289942}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b6cb80e54b09d468e9da90187dccdaaf5862a66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c8_988d66ef58e0d9be +-- problem_id: v2p_c8_61e4598fda4a2349 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Shortining_Service", + "having_At_Symbol", + total_measure, + total_measure * 100.0 / NULLIF(SUM(total_measure) OVER (PARTITION BY "Shortining_Service"), 0) AS share_within_group +FROM ( + SELECT + "Shortining_Service", + "having_At_Symbol", + SUM(CAST("Prefix_Suffix" AS REAL)) AS total_measure + FROM "c8" + GROUP BY "Shortining_Service", "having_At_Symbol" +) +ORDER BY share_within_group DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9931dec9ecc0a5d4f640d075f3bcc6c2956fd34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Shortining_Service\",\n \"having_At_Symbol\",\n total_measure,\n total_measure * 100.0 / NULLIF(SUM(total_measure) OVER (PARTITION BY \"Shortining_Service\"), 0) AS share_within_group\nFROM (\n SELECT\n \"Shortining_Service\",\n \"having_At_Symbol\",\n SUM(CAST(\"Prefix_Suffix\" AS REAL)) AS total_measure\n FROM \"c8\"\n GROUP BY \"Shortining_Service\", \"having_At_Symbol\"\n)\nORDER BY share_within_group DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Shortining_Service\\\",\\n \\\"having_At_Symbol\\\",\\n total_measure,\\n total_measure * 100.0 / NULLIF(SUM(total_measure) OVER (PARTITION BY \\\"Shortining_Service\\\"), 0) AS share_within_group\\nFROM (\\n SELECT\\n \\\"Shortining_Service\\\",\\n \\\"having_At_Symbol\\\",\\n SUM(CAST(\\\"Prefix_Suffix\\\" AS REAL)) AS total_measure\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\"\\n)\\nORDER BY share_within_group DESC\\nLIMIT 18;\", \"columns\": [\"Shortining_Service\", \"having_At_Symbol\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Shortining_Service\": \"1\", \"having_At_Symbol\": \"1\", \"total_measure\": -6321.0, \"share_within_group\": 86.98224852071006}, {\"Shortining_Service\": \"-1\", \"having_At_Symbol\": \"1\", \"total_measure\": -619.0, \"share_within_group\": 72.14452214452214}, {\"Shortining_Service\": \"-1\", \"having_At_Symbol\": \"-1\", \"total_measure\": -239.0, \"share_within_group\": 27.855477855477854}, {\"Shortining_Service\": \"1\", \"having_At_Symbol\": \"-1\", \"total_measure\": -946.0, \"share_within_group\": 13.017751479289942}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5608eb65b24c4cacf527d86ad433ca14f8fa8d03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:38:34.936859+00:00", + "ended_at": "2026-05-19T15:38:59.318786+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_988d66ef58e0d9be", + "problem_id": "v2p_c8_61e4598fda4a2349", + "dataset_id": "c8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Shortining_Service, measure_col=Prefix_Suffix.", + "bindings": { + "group_col": "Shortining_Service", + "measure_col": "Prefix_Suffix", + "item_col": "having_At_Symbol", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_988d66ef58e0d9be.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_988d66ef58e0d9be", + "api_calls": 0, + "input_tokens": 16629, + "cached_input_tokens": 15744, + "output_tokens": 1385, + "total_tokens": 18014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24358.33, + "sql_execution_elapsed_ms_total": 15.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9297b1601898a4a5c86dbd12e5c70ae5c79d14f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:59.299958+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24358.33, "started_at": "2026-05-19T15:38:34.939977+00:00", "ended_at": "2026-05-19T15:38:59.298364+00:00", "prompt_metrics": {"chars": 15918, "bytes_utf8": 15918, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 806, "bytes_utf8": 806, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16629, "cached_input_tokens": 15744, "output_tokens": 1385, "reasoning_output_tokens": 1162}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Shortining_Service\\\",\\n \\\"having_At_Symbol\\\",\\n total_measure,\\n total_measure * 100.0 / NULLIF(SUM(total_measure) OVER (PARTITION BY \\\"Shortining_Service\\\"), 0) AS share_within_group\\nFROM (\\n SELECT\\n \\\"Shortining_Service\\\",\\n \\\"having_At_Symbol\\\",\\n SUM(CAST(\\\"Prefix_Suffix\\\" AS REAL)) AS total_measure\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\"\\n)\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Uses the requested within-group share template with group_col=\\\"Shortining_Service\\\", item_col=\\\"having_At_Symbol\\\", and measure_col=\\\"Prefix_Suffix\\\". CAST is added because the schema stores values as TEXT, and NULLIF avoids division-by-zero if a group's summed Prefix_Suffix total is 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7908e9c7c30b8c494a236f7ded4f27778d706ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_988d66ef58e0d9be", + "api_calls": 0, + "input_tokens": 16629, + "cached_input_tokens": 15744, + "output_tokens": 1385, + "total_tokens": 18014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24358.33, + "sql_execution_elapsed_ms_total": 15.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e2d00fbc8e8980d8122c53a575cbc39b683c20f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:04:49.860293+00:00", + "ended_at": "2026-05-19T16:04:59.927470+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_9a5417f6534334b7", + "problem_id": "v2p_c8_19924bfdc6e57633", + "dataset_id": "c8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Statistical_report.", + "bindings": { + "group_col": "Statistical_report", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b316e104c43a20aefc5094da1b2fb45ddec425f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:52.879717+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3016.78, "started_at": "2026-05-19T16:04:49.862223+00:00", "ended_at": "2026-05-19T16:04:52.879030+00:00", "prompt_metrics": {"chars": 15476, "bytes_utf8": 15476, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-9544-7ba1-9806-5c4e02b6017e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:59.927382+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6045.85, "started_at": "2026-05-19T16:04:53.880714+00:00", "ended_at": "2026-05-19T16:04:59.926598+00:00", "prompt_metrics": {"chars": 15476, "bytes_utf8": 15476, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-a51b-7dd2-8e8a-b0aff8f8535d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aa648930fb0ca6c848d9912fd8d9c8127864b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SFH, measure_col=popUpWidnow. +Result preview: [{"SFH": "-1", "group_value": 5200.0}, {"SFH": "1", "group_value": 1128.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..542e4c6308f41edaf77f7f0fdce84ac8ee4968e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c8_9b2ccd60ea9a7f8b +-- problem_id: v2p_c8_2d8236a38dc7674e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "SFH", SUM(CAST("popUpWidnow" AS REAL)) AS group_value + FROM "c8" + WHERE "SFH" IS NOT NULL + AND "popUpWidnow" IS NOT NULL + GROUP BY "SFH" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."SFH", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..597817ca5424a09b822a8a4d60075bb8d61a9c25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n SELECT \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"SFH\", \"group_value\"], \"rows\": [{\"SFH\": \"-1\", \"group_value\": 5200.0}, {\"SFH\": \"1\", \"group_value\": 1128.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b308ddd2392ff220c2a53b830b054d4958f8625d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:48:59.892878+00:00", + "ended_at": "2026-05-19T15:49:13.443231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_9b2ccd60ea9a7f8b", + "problem_id": "v2p_c8_2d8236a38dc7674e", + "dataset_id": "c8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SFH, measure_col=popUpWidnow.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_9b2ccd60ea9a7f8b.sql", + "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." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90ccdd9ec350744e63f1047d072b084b7afc1c2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:13.429342+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13532.72, "started_at": "2026-05-19T15:48:59.895014+00:00", "ended_at": "2026-05-19T15:49:13.427772+00:00", "prompt_metrics": {"chars": 16018, "bytes_utf8": 16018, "lines": 468, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0dc5255b46e859a5c13d4da9c1a2ae4e4fda45de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..828424932bc5bcd6688dab390619df560343aeab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15384, "bytes_utf8": 15384, "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": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16478, "cached_input_tokens": 12032, "output_tokens": 269, "reasoning_output_tokens": 188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..147ce6403f554951f85527275b5e91cd86b5d324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/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_9d950c6038554c18", + "api_calls": 0, + "input_tokens": 16478, + "cached_input_tokens": 12032, + "output_tokens": 269, + "total_tokens": 16747, + "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": 8159.14, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04ec66c18c344a3ad9cc323e8580bb15e34bd3b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:33.699277+00:00", + "ended_at": "2026-05-19T15:33:41.858438+00:00", + "elapsed_ms": 8159.14, + "prompt_metrics": { + "chars": 15384, + "bytes_utf8": 15384, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 659, + "bytes_utf8": 659, + "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": 305, + "bytes_utf8": 305, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16478, + "cached_input_tokens": 12032, + "output_tokens": 269, + "reasoning_output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a93aace338d91a31fcba41da3d23e6f68dafbb57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=on_mouseover.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "on_mouseover", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aeaef595f08812214f291703673b566502f0884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-f4b4-7710-b986-acb3ceb9aae8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"on_mouseover\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"on_mouseover\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col fixed to \\\"on_mouseover\\\" to measure subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16478,"cached_input_tokens":12032,"output_tokens":269,"reasoning_output_tokens":188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..349aeaf1af88d0d2ab6547bb68d2ae1e9fa6f5ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"on_mouseover\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nGROUP BY \"on_mouseover\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with group_col fixed to \"on_mouseover\" to measure subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9d950c6038554c18/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fcd65fbc07d8d2fdb7b3a0029c2c68188d2148e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15559, "bytes_utf8": 15559, "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": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16516, "cached_input_tokens": 12032, "output_tokens": 428, "reasoning_output_tokens": 292}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1669a914c9fe591b72356b50429eaa32dfd7ce83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/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_a0f3ad5c34124cdb", + "api_calls": 0, + "input_tokens": 16516, + "cached_input_tokens": 12032, + "output_tokens": 428, + "total_tokens": 16944, + "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": 11533.25, + "sql_execution_elapsed_ms_total": 29.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65700ab9e95cae48e701178e49e7d6175a067c0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/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": "2026-05-19T16:06:53.641940+00:00", + "ended_at": "2026-05-19T16:07:05.175214+00:00", + "elapsed_ms": 11533.25, + "prompt_metrics": { + "chars": 15559, + "bytes_utf8": 15559, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 883, + "bytes_utf8": 883, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16516, + "cached_input_tokens": 12032, + "output_tokens": 428, + "reasoning_output_tokens": 292 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b2bbc62ab091d0388ee2318752f1eac90939048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Favicon, measure_col=on_mouseover.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Favicon", + "measure_col": "on_mouseover", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cce19b124af6776236bba6a623975c848928a1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-78d4-7402-9f94-9e99b7506bb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Favicon\\\",\\n AVG(CAST(\\\"on_mouseover\\\" AS REAL)) OVER (PARTITION BY \\\"Favicon\\\") AS avg_measure\\nFROM \\\"c8\\\"\\nWHERE \\\"Favicon\\\" IS NOT NULL\\n AND \\\"on_mouseover\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"Favicon\\\" and measure_col=\\\"on_mouseover\\\". CAST is used because the schema stores these fields as TEXT, and NULLs are filtered for a stable numeric aggregate view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16516,"cached_input_tokens":12032,"output_tokens":428,"reasoning_output_tokens":292}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ed43d4bb007d367e7a0f46886beb308f2f9c332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"Favicon\",\n AVG(CAST(\"on_mouseover\" AS REAL)) OVER (PARTITION BY \"Favicon\") AS avg_measure\nFROM \"c8\"\nWHERE \"Favicon\" IS NOT NULL\n AND \"on_mouseover\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"Favicon\" and measure_col=\"on_mouseover\". CAST is used because the schema stores these fields as TEXT, and NULLs are filtered for a stable numeric aggregate view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a0f3ad5c34124cdb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..312b4feb0b17e8448f7c75b04e1e8405315c4ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15568, "bytes_utf8": 15568, "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": 15568, "bytes_utf8": 15568, "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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16519, "cached_input_tokens": 15744, "output_tokens": 429, "reasoning_output_tokens": 314}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11ed22e1e64f8a65ea60917363868261d6490523 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_a264f46958e3f1b6", + "api_calls": 0, + "input_tokens": 16519, + "cached_input_tokens": 15744, + "output_tokens": 429, + "total_tokens": 16948, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13403.74, + "sql_execution_elapsed_ms_total": 18.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9852082f1712b3b88bfa16ceeebe711bcf880d12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:11.628034+00:00", + "ended_at": "2026-05-19T16:08:14.899157+00:00", + "elapsed_ms": 3271.1, + "returncode": 1, + "prompt_metrics": { + "chars": 15568, + "bytes_utf8": 15568, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df54d75d3800339c6210ab1a2cf7374ac141c631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:15.901955+00:00", + "ended_at": "2026-05-19T16:08:26.034661+00:00", + "elapsed_ms": 10132.64, + "prompt_metrics": { + "chars": 15568, + "bytes_utf8": 15568, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "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": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16519, + "cached_input_tokens": 15744, + "output_tokens": 429, + "reasoning_output_tokens": 314 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23301ad79753f2482627bbf8b1d936d0c651d8c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=URL_of_Anchor, measure_col=age_of_domain.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "age_of_domain", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23301ad79753f2482627bbf8b1d936d0c651d8c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=URL_of_Anchor, measure_col=age_of_domain.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "age_of_domain", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74a81cc86d055ef0619c689c58ae5d2ff64721b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a964-77d3-af11-46570ceba994"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6526965b838f75dec2bd99310c670de964b1152 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a964-77d3-af11-46570ceba994"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c27d6ad185c79178307e45481588e7eb3ecdefe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ba16-7f70-a2c7-1baa52c3ec11"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"URL_of_Anchor\\\",\\n AVG(CAST(\\\"age_of_domain\\\" AS REAL)) OVER (PARTITION BY \\\"URL_of_Anchor\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the Window Partition Average template with group_col=\\\"URL_of_Anchor\\\" and measure_col=\\\"age_of_domain\\\". CAST to REAL is included because the SQLite schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16519,"cached_input_tokens":15744,"output_tokens":429,"reasoning_output_tokens":314}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8bf7aa88ff2080e4a0390bcb5dbef917863563d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"URL_of_Anchor\",\n AVG(CAST(\"age_of_domain\" AS REAL)) OVER (PARTITION BY \"URL_of_Anchor\") AS \"avg_measure\"\nFROM \"c8\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the Window Partition Average template with group_col=\"URL_of_Anchor\" and measure_col=\"age_of_domain\". CAST to REAL is included because the SQLite schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a264f46958e3f1b6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31d553e9a80ec08649db84f0ccd0d69a0b790665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15792, "bytes_utf8": 15792, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16600, "cached_input_tokens": 15744, "output_tokens": 649, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30faf09023891b324cc4a7aedbc168a362386375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/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_a64c138ce7d79f79", + "api_calls": 0, + "input_tokens": 16600, + "cached_input_tokens": 15744, + "output_tokens": 649, + "total_tokens": 17249, + "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": 12481.95, + "sql_execution_elapsed_ms_total": 15.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f33f9ec91c00d06f4292d6e51f6e5c78be6bffd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:14.664659+00:00", + "ended_at": "2026-05-19T15:43:27.146640+00:00", + "elapsed_ms": 12481.95, + "prompt_metrics": { + "chars": 15792, + "bytes_utf8": 15792, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 876, + "bytes_utf8": 876, + "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": 501, + "bytes_utf8": 501, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16600, + "cached_input_tokens": 15744, + "output_tokens": 649, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e24386edfc991b20458b035744e784ea6b978fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=age_of_domain.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "age_of_domain", + "predicate_col": "RightClick", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59a9e799ee322ea1c17e56fd01a84a21c947b94c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-d1e8-78e0-a5d1-dfb3a5a55271"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"age_of_domain\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"RightClick\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"age_of_domain\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with \\\"URL_Length\\\" and \\\"age_of_domain\\\" as the grouping columns. \\\"RightClick\\\" is cast to REAL in the filter because the schema stores these numeric-like values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16600,"cached_input_tokens":15744,"output_tokens":649,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f46fa3dc8f0aa84f8bfc5a452b1e83c068a1ce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"age_of_domain\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nWHERE CAST(\"RightClick\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"age_of_domain\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with \"URL_Length\" and \"age_of_domain\" as the grouping columns. \"RightClick\" is cast to REAL in the filter because the schema stores these numeric-like values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a64c138ce7d79f79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdf4ea4c589c41a7897c9636684a150b6e715415 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15462, "bytes_utf8": 15462, "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": 322, "bytes_utf8": 322, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16513, "cached_input_tokens": 15744, "output_tokens": 256, "reasoning_output_tokens": 160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..374afd480adc28e788cd57a86703684c95df504b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/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_a82ae4169af973e9", + "api_calls": 0, + "input_tokens": 16513, + "cached_input_tokens": 15744, + "output_tokens": 256, + "total_tokens": 16769, + "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": 8056.52, + "sql_execution_elapsed_ms_total": 3.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e60a5e9e7523120a7399f17412ae6b912a647a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/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": "2026-05-19T16:05:51.565292+00:00", + "ended_at": "2026-05-19T16:05:59.621836+00:00", + "elapsed_ms": 8056.52, + "prompt_metrics": { + "chars": 15462, + "bytes_utf8": 15462, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "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": 322, + "bytes_utf8": 322, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16513, + "cached_input_tokens": 15744, + "output_tokens": 256, + "reasoning_output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85fdc3ca5267a36c36b4d7a2ebdce63053578c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=URL_Length.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "URL_Length", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d567622ace9dc595d22b8ba8501630daed03e8b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8662-7731-b093-5e9ecb19dea1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"URL_Length\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\"\\nORDER BY \\\"support\\\" ASC, \\\"URL_Length\\\"\\nLIMIT 15;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"URL_Length\\\" and top_k set to 15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16513,"cached_input_tokens":15744,"output_tokens":256,"reasoning_output_tokens":160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c81c2b939ae9cfcc6a8e2798acc687c7edc2787e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"URL_Length\",\n COUNT(*) AS \"support\"\nFROM \"c8\"\nGROUP BY \"URL_Length\"\nORDER BY \"support\" ASC, \"URL_Length\"\nLIMIT 15;","notes":"Uses the Low-Support Group Count template with group_col bound to \"URL_Length\" and top_k set to 15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a82ae4169af973e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef095fd17bebcb28db93580f1bc3db24c98d7a85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16007, "bytes_utf8": 16007, "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": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16639, "cached_input_tokens": 15744, "output_tokens": 486, "reasoning_output_tokens": 318}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6cfec0288069b7cce3af4e02880558b4d88ffc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/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_a96f4ddb148f7f3d", + "api_calls": 0, + "input_tokens": 16639, + "cached_input_tokens": 15744, + "output_tokens": 486, + "total_tokens": 17125, + "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": 17789.35, + "sql_execution_elapsed_ms_total": 6.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd038d524ea3d8c1f0f430383995351bc82ff9ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:00.035048+00:00", + "ended_at": "2026-05-19T15:47:17.824440+00:00", + "elapsed_ms": 17789.35, + "prompt_metrics": { + "chars": 16007, + "bytes_utf8": 16007, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1321, + "bytes_utf8": 1321, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 617, + "bytes_utf8": 617, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16639, + "cached_input_tokens": 15744, + "output_tokens": 486, + "reasoning_output_tokens": 318 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1868e7bd23e7e0717d9d8fdd660deab0c846ec3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=port, measure_col=SFH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "port", + "measure_col": "SFH", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7e94388ed1763e6a517e19b20cf44eca6a2813a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-4283-7662-a09f-281a01cb5a83"} +{"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 1987451, Requested 17274. Please try again in 141ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"port\\\", SUM(CAST(\\\"SFH\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"port\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"port\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"port\\\" and measure_col=\\\"SFH\\\". CAST(\\\"SFH\\\" AS REAL) is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16639,"cached_input_tokens":15744,"output_tokens":486,"reasoning_output_tokens":318}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d34b8689de1adaeabe02e57cc5743b7cc32ed4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"port\", SUM(CAST(\"SFH\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"port\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"port\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the planned Relative-to-Total Extreme Threshold template with group_col=\"port\" and measure_col=\"SFH\". CAST(\"SFH\" AS REAL) is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a96f4ddb148f7f3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..551d3233fbdb0e26306da125b5c10e652821f0c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16035, "bytes_utf8": 16035, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 714, "bytes_utf8": 714, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16640, "cached_input_tokens": 15744, "output_tokens": 524, "reasoning_output_tokens": 340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c155851c25c55e8fe8d9ec458e9297f6bafbe35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/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_ab3b90fccd482e60", + "api_calls": 0, + "input_tokens": 16640, + "cached_input_tokens": 15744, + "output_tokens": 524, + "total_tokens": 17164, + "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": 10959.03, + "sql_execution_elapsed_ms_total": 5.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e520a787bd038b486325c286625f40db84bde08c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:38.791747+00:00", + "ended_at": "2026-05-19T15:47:49.750815+00:00", + "elapsed_ms": 10959.03, + "prompt_metrics": { + "chars": 16035, + "bytes_utf8": 16035, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1085, + "bytes_utf8": 1085, + "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": 714, + "bytes_utf8": 714, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16640, + "cached_input_tokens": 15744, + "output_tokens": 524, + "reasoning_output_tokens": 340 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dea071d09e6aab6be7bb103c6ce5b22a392d5ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Request_URL, measure_col=Abnormal_URL.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Request_URL", + "measure_col": "Abnormal_URL", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cffe79451ef5bba17c38a36e419b343235207d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-da19-7780-a1c4-5228d1c2f2ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"Request_URL\\\",\\n SUM(CAST(\\\"Abnormal_URL\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Request_URL\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"Request_URL\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the requested Relative-to-Total Extreme Threshold template with \\\"Request_URL\\\" as the grouping column and SUM(CAST(\\\"Abnormal_URL\\\" AS REAL)) as the measure because the schema stores these numeric-coded fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16640,"cached_input_tokens":15744,"output_tokens":524,"reasoning_output_tokens":340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8034922ef5ac4bc0241b6f4ce56cbad7824fe56e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"Request_URL\",\n SUM(CAST(\"Abnormal_URL\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Request_URL\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"Request_URL\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the requested Relative-to-Total Extreme Threshold template with \"Request_URL\" as the grouping column and SUM(CAST(\"Abnormal_URL\" AS REAL)) as the measure because the schema stores these numeric-coded fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab3b90fccd482e60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6468ff0d544ae83256febd01910d59d8e14c4250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15560, "bytes_utf8": 15560, "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": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16517, "cached_input_tokens": 15744, "output_tokens": 346, "reasoning_output_tokens": 233}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4efa112ecbb3dfa4de1989a7144b4de195ee7988 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/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_ab6e6e4bd3e3f172", + "api_calls": 0, + "input_tokens": 16517, + "cached_input_tokens": 15744, + "output_tokens": 346, + "total_tokens": 16863, + "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": 11124.14, + "sql_execution_elapsed_ms_total": 17.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60e2317a69d08f3b858642625fe0f81ea5bd97a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/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": "2026-05-19T16:07:31.413708+00:00", + "ended_at": "2026-05-19T16:07:42.537869+00:00", + "elapsed_ms": 11124.14, + "prompt_metrics": { + "chars": 15560, + "bytes_utf8": 15560, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "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": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16517, + "cached_input_tokens": 15744, + "output_tokens": 346, + "reasoning_output_tokens": 233 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ebed9b920162a1cfa41056dab451883750c8abe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=HTTPS_token, measure_col=popUpWidnow.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HTTPS_token", + "measure_col": "popUpWidnow", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed5e9bb3647a06ba37fb3c00acd3363594423504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0c52-7f12-a77e-61a80fc7537e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"HTTPS_token\\\",\\n AVG(CAST(\\\"popUpWidnow\\\" AS REAL)) OVER (PARTITION BY \\\"HTTPS_token\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"HTTPS_token\\\" and measure_col=\\\"popUpWidnow\\\". CAST to REAL is used because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16517,"cached_input_tokens":15744,"output_tokens":346,"reasoning_output_tokens":233}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92b4b75da2d54241c45ef5f68bf6ebd96f7fbf82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"HTTPS_token\",\n AVG(CAST(\"popUpWidnow\" AS REAL)) OVER (PARTITION BY \"HTTPS_token\") AS \"avg_measure\"\nFROM \"c8\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"HTTPS_token\" and measure_col=\"popUpWidnow\". CAST to REAL is used because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ab6e6e4bd3e3f172/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..007bf924069d9f3d184b6f4ee95278d00a09aa82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:44.765959+00:00", + "ended_at": "2026-05-19T16:06:47.963583+00:00", + "elapsed_ms": 3197.6, + "returncode": 1, + "prompt_metrics": { + "chars": 15554, + "bytes_utf8": 15554, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd7d894fe9c26cfcf9c38591b0db21a36abe409d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:48.966024+00:00", + "ended_at": "2026-05-19T16:06:53.639094+00:00", + "elapsed_ms": 4673.03, + "returncode": 1, + "prompt_metrics": { + "chars": 15554, + "bytes_utf8": 15554, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b5c95a9da4cb2053c6082184bd6340eb4b5bf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Favicon, measure_col=on_mouseover.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Favicon", + "measure_col": "on_mouseover", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b5c95a9da4cb2053c6082184bd6340eb4b5bf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Favicon, measure_col=on_mouseover.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Favicon", + "measure_col": "on_mouseover", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8620ff71881fe56ca220bac7ca05e7a37dc694dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5647-7a43-aa2b-9002b49b8731"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..344a142be6e435c8148dec24916af2f3ef97caf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5647-7a43-aa2b-9002b49b8731"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5013ecc3b9a9fb3c0a51e9512fb2746f1887762d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-66b2-7953-9a65-b358c6b5bd7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf141f6119aefd3c404d836e1243af708859a560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-66b2-7953-9a65-b358c6b5bd7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ad0737f5f4bdb5d3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46fe0766686d99d4ee09c38d85446a70e083cbd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15649, "bytes_utf8": 15649, "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": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16558, "cached_input_tokens": 15744, "output_tokens": 510, "reasoning_output_tokens": 353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b13cf47e4cb8eccab3b8351539fabeb70cc131a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/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_ae47f693a14b75f4", + "api_calls": 0, + "input_tokens": 16558, + "cached_input_tokens": 15744, + "output_tokens": 510, + "total_tokens": 17068, + "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": 11424.5, + "sql_execution_elapsed_ms_total": 11.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0525631afaa94498a85772c93ace7a0d07fc6543 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/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": "2026-05-19T15:45:08.150666+00:00", + "ended_at": "2026-05-19T15:45:19.575198+00:00", + "elapsed_ms": 11424.5, + "prompt_metrics": { + "chars": 15649, + "bytes_utf8": 15649, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 944, + "bytes_utf8": 944, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 568, + "bytes_utf8": 568, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16558, + "cached_input_tokens": 15744, + "output_tokens": 510, + "reasoning_output_tokens": 353 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be90c3d68e4802b5e1723fd3e11b950bc06f108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Prefix_Suffix", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d65b518fb2c25d56e0692ecae3751e5c48ee749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-8d4e-7852-a896-69e66435d41d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"Prefix_Suffix\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Prefix_Suffix\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"Prefix_Suffix\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"Prefix_Suffix\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col fixed to \\\"Prefix_Suffix\\\" and num_tiles=10. Casted the TEXT-valued measure to INTEGER so the tail bucket uses numeric rather than lexical ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16558,"cached_input_tokens":15744,"output_tokens":510,"reasoning_output_tokens":353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2dfcd9930217dcabe779aacffde15cae460d5ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"Prefix_Suffix\",\n NTILE(10) OVER (ORDER BY CAST(\"Prefix_Suffix\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c8\"\n)\nSELECT \"Prefix_Suffix\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"Prefix_Suffix\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col fixed to \"Prefix_Suffix\" and num_tiles=10. Casted the TEXT-valued measure to INTEGER so the tail bucket uses numeric rather than lexical ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae47f693a14b75f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11b5394c09bd0ebd1024bc1794fe362b98c6eec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:21.082245+00:00", + "ended_at": "2026-05-19T16:03:24.243225+00:00", + "elapsed_ms": 3160.95, + "returncode": 1, + "prompt_metrics": { + "chars": 15412, + "bytes_utf8": 15412, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7177bdc6cdcb739ab13f7ea2c967c8d67cc92c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:25.244982+00:00", + "ended_at": "2026-05-19T16:03:28.293100+00:00", + "elapsed_ms": 3048.05, + "returncode": 1, + "prompt_metrics": { + "chars": 15412, + "bytes_utf8": 15412, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfc02944007ee1d55a90189083ce2b4dc9e4ad40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Google_Index.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Google_Index", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfc02944007ee1d55a90189083ce2b4dc9e4ad40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Google_Index.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Google_Index", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..baeebe6c6143d5b098b6a2f71a1e7c74e595b032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3a86-7cb3-8386-397a0e02a641"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d96eded54bb53e57e5c6619833bf604b5ee527f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3a86-7cb3-8386-397a0e02a641"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63c98a494e8dcb9817fca3839e2308f6e430faae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4ad0-7ae2-bbb0-db81bf1a4cbf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0cf5ef9a1a140280290b477afddab6a7b4feac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4ad0-7ae2-bbb0-db81bf1a4cbf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b02daeaec26e5505/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01b753f6ed8d881116093448f6992ae743b62d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15789, "bytes_utf8": 15789, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16599, "cached_input_tokens": 15744, "output_tokens": 471, "reasoning_output_tokens": 337}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb44ecc436eba391410ad9d91d1332799112a54f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/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_b30e258348bd8a89", + "api_calls": 0, + "input_tokens": 16599, + "cached_input_tokens": 15744, + "output_tokens": 471, + "total_tokens": 17070, + "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": 20811.52, + "sql_execution_elapsed_ms_total": 12.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c87eb7a5aeb5b191ecd423e3af610e85299dab87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:30.845345+00:00", + "ended_at": "2026-05-19T15:42:51.656904+00:00", + "elapsed_ms": 20811.52, + "prompt_metrics": { + "chars": 15789, + "bytes_utf8": 15789, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1882, + "bytes_utf8": 1882, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16599, + "cached_input_tokens": 15744, + "output_tokens": 471, + "reasoning_output_tokens": 337 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f5ae3d692659a10e13610922e077a99752ee946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=RightClick.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "RightClick", + "predicate_col": "Abnormal_URL", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef2174332fcc6e34bddd2aa5e0efd20c702e8c7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e7-26d2-70f3-84a9-43148b3f5566"} +{"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 1985099, Requested 17234. Please try again in 69ms. 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 17234. Please try again in 517ms. 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 1999922, Requested 17234. Please try again in 514ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"RightClick\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"Abnormal_URL\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"RightClick\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group_col=\\\"URL_Length\\\", group_col_2=\\\"RightClick\\\", and predicate_col=\\\"Abnormal_URL\\\". Used CAST(... AS REAL) because the schema stores values as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16599,"cached_input_tokens":15744,"output_tokens":471,"reasoning_output_tokens":337}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..852cd77911d717c0a5364bfcae49b15e81505452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"RightClick\", COUNT(*) AS row_count\nFROM \"c8\"\nWHERE CAST(\"Abnormal_URL\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"RightClick\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template with group_col=\"URL_Length\", group_col_2=\"RightClick\", and predicate_col=\"Abnormal_URL\". Used CAST(... AS REAL) because the schema stores values as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b30e258348bd8a89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6942d590eecd82b296a8d436bb9c9ca7f980ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=Iframe. +Result preview: [{"URL_Length": "-1", "Iframe": "1", "row_count": 7812}, {"URL_Length": "1", "Iframe": "1", "row_count": 1626}, {"URL_Length": "-1", "Iframe": "-1", "row_count": 156}, {"URL_Length": "0", "Iframe": "1", "row_count": 91}, {"URL_Length": "1", "Iframe": "-1", "row_count": 51}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7f063a704daa5ec66bfab897048cf62d801abb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c8_b4e661f769e7ccf4 +-- problem_id: v2p_c8_c82d9a136eec3d9f +-- realization_mode: agent +-- source_kind: agent +SELECT "URL_Length", "Iframe", COUNT(*) AS row_count +FROM "c8" +WHERE CAST("on_mouseover" AS REAL) >= 1.0 +GROUP BY "URL_Length", "Iframe" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc922e23f801be1e502f8b1b7b81b4daacba4568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"Iframe\", COUNT(*) AS row_count\nFROM \"c8\"\nWHERE CAST(\"on_mouseover\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"Iframe\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"Iframe\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"on_mouseover\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"Iframe\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"URL_Length\", \"Iframe\", \"row_count\"], \"rows\": [{\"URL_Length\": \"-1\", \"Iframe\": \"1\", \"row_count\": 7812}, {\"URL_Length\": \"1\", \"Iframe\": \"1\", \"row_count\": 1626}, {\"URL_Length\": \"-1\", \"Iframe\": \"-1\", \"row_count\": 156}, {\"URL_Length\": \"0\", \"Iframe\": \"1\", \"row_count\": 91}, {\"URL_Length\": \"1\", \"Iframe\": \"-1\", \"row_count\": 51}, {\"URL_Length\": \"0\", \"Iframe\": \"-1\", \"row_count\": 4}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fa0067e0132451873979b2f641b06b1ae5f96fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:43:00.385509+00:00", + "ended_at": "2026-05-19T15:43:14.661686+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_b4e661f769e7ccf4", + "problem_id": "v2p_c8_c82d9a136eec3d9f", + "dataset_id": "c8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=Iframe.", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "Iframe", + "predicate_col": "on_mouseover", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_b4e661f769e7ccf4.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b4e661f769e7ccf4", + "api_calls": 0, + "input_tokens": 16597, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 16914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14260.61, + "sql_execution_elapsed_ms_total": 9.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3196b78c30949f9bdb5cc649495fdec6716a11b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:14.649544+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14260.61, "started_at": "2026-05-19T15:43:00.387715+00:00", "ended_at": "2026-05-19T15:43:14.648352+00:00", "prompt_metrics": {"chars": 15781, "bytes_utf8": 15781, "lines": 472, "estimated_tokens": null}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16597, "cached_input_tokens": 12032, "output_tokens": 317, "reasoning_output_tokens": 186}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"Iframe\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"on_mouseover\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"Iframe\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with group_col=\\\"URL_Length\\\", group_col_2=\\\"Iframe\\\", and predicate on \\\"on_mouseover\\\". Applied CAST(... AS REAL) because the schema stores values as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95982c8ba8ddadbb792e93536a132cf2a38fbf31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b4e661f769e7ccf4", + "api_calls": 0, + "input_tokens": 16597, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 16914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14260.61, + "sql_execution_elapsed_ms_total": 9.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40db079c7788843a50a4f700e574f428ed686973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=URL_of_Anchor, measure_col=on_mouseover. +Result preview: [{"URL_of_Anchor": "0", "group_value": 4355.0}, {"URL_of_Anchor": "-1", "group_value": 2184.0}, {"URL_of_Anchor": "1", "group_value": 1886.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c95c5b7b5db49a00faa00ddac814c3ba2caa29c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c8_b555ff934f832ae2 +-- problem_id: v2p_c8_8a30f8af3289dc8d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "URL_of_Anchor", SUM(CAST("on_mouseover" AS REAL)) AS group_value + FROM "c8" + GROUP BY "URL_of_Anchor" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."URL_of_Anchor", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..507570dba31f15b470471cf7d9f785925c5f9acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"URL_of_Anchor\", SUM(CAST(\"on_mouseover\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"URL_of_Anchor\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"URL_of_Anchor\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"URL_of_Anchor\\\", SUM(CAST(\\\"on_mouseover\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"URL_of_Anchor\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"URL_of_Anchor\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"URL_of_Anchor\", \"group_value\"], \"rows\": [{\"URL_of_Anchor\": \"0\", \"group_value\": 4355.0}, {\"URL_of_Anchor\": \"-1\", \"group_value\": 2184.0}, {\"URL_of_Anchor\": \"1\", \"group_value\": 1886.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a1e367d9c6859d7c2cac93e3f97da343f7bdf70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:48:18.346386+00:00", + "ended_at": "2026-05-19T15:48:37.505345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_b555ff934f832ae2", + "problem_id": "v2p_c8_8a30f8af3289dc8d", + "dataset_id": "c8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=URL_of_Anchor, measure_col=on_mouseover.", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "on_mouseover", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_b555ff934f832ae2.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b555ff934f832ae2", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 551, + "total_tokens": 17196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19141.31, + "sql_execution_elapsed_ms_total": 12.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8e55efd2099f2224de4bf6b822ed83b77590b2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:37.490826+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19141.31, "started_at": "2026-05-19T15:48:18.347882+00:00", "ended_at": "2026-05-19T15:48:37.489229+00:00", "prompt_metrics": {"chars": 16041, "bytes_utf8": 16041, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 659, "bytes_utf8": 659, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 15744, "output_tokens": 551, "reasoning_output_tokens": 374}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"URL_of_Anchor\\\", SUM(CAST(\\\"on_mouseover\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"URL_of_Anchor\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"URL_of_Anchor\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"URL_of_Anchor\\\" and measure_col=\\\"on_mouseover\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ddee5f3bcb440b2ded7dd5174380138516075df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b555ff934f832ae2", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 551, + "total_tokens": 17196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19141.31, + "sql_execution_elapsed_ms_total": 12.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b69cfd3fbfab62ffcc841a38878313f85f54b00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Statistical_report, measure_col=having_IP_Address. +Result preview: [{"Statistical_report": "-1", "Result": "1", "total_measure": 451.0, "share_within_group": 81.11510791366906}, {"Statistical_report": "1", "Result": "1", "total_measure": 1972.0, "share_within_group": 67.69653278407141}, {"Statistical_report": "1", "Result": "-1", "total_measure": 941.0, "share_within_group": 32.3034672159286}, {"Statistical_report": "-1", "Result": "-1", "total_measure": 105.0, "share_within_group": 18.884892086330936}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4daff4f6f87f1fd202d8bd12ed8cb90c16889b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c8_b7927ca9cf4ece2b +-- problem_id: v2p_c8_71eb74faa94437c9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Statistical_report", + "Result", + SUM(CAST("having_IP_Address" AS REAL)) AS total_measure, + SUM(CAST("having_IP_Address" AS REAL)) * 100.0 / SUM(SUM(CAST("having_IP_Address" AS REAL))) OVER (PARTITION BY "Statistical_report") AS share_within_group +FROM "c8" +GROUP BY "Statistical_report", "Result" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b79d5638c43931b911f42d97f39f02f89b663d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Statistical_report\",\n \"Result\",\n SUM(CAST(\"having_IP_Address\" AS REAL)) AS total_measure,\n SUM(CAST(\"having_IP_Address\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"having_IP_Address\" AS REAL))) OVER (PARTITION BY \"Statistical_report\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Statistical_report\", \"Result\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Statistical_report\\\",\\n \\\"Result\\\",\\n SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"having_IP_Address\\\" AS REAL))) OVER (PARTITION BY \\\"Statistical_report\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Statistical_report\\\", \\\"Result\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Statistical_report\", \"Result\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Statistical_report\": \"-1\", \"Result\": \"1\", \"total_measure\": 451.0, \"share_within_group\": 81.11510791366906}, {\"Statistical_report\": \"1\", \"Result\": \"1\", \"total_measure\": 1972.0, \"share_within_group\": 67.69653278407141}, {\"Statistical_report\": \"1\", \"Result\": \"-1\", \"total_measure\": 941.0, \"share_within_group\": 32.3034672159286}, {\"Statistical_report\": \"-1\", \"Result\": \"-1\", \"total_measure\": 105.0, \"share_within_group\": 18.884892086330936}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26a573abda470c47b58dab7b6fe0dc51bda88f6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:36:17.952440+00:00", + "ended_at": "2026-05-19T15:36:29.708530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_b7927ca9cf4ece2b", + "problem_id": "v2p_c8_71eb74faa94437c9", + "dataset_id": "c8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Statistical_report, measure_col=having_IP_Address.", + "bindings": { + "group_col": "Statistical_report", + "measure_col": "having_IP_Address", + "item_col": "Result", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_b7927ca9cf4ece2b.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b7927ca9cf4ece2b", + "api_calls": 0, + "input_tokens": 16624, + "cached_input_tokens": 15744, + "output_tokens": 583, + "total_tokens": 17207, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11744.68, + "sql_execution_elapsed_ms_total": 7.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6882869866db081025e4e31b507dd3011d9e367 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:29.699918+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11744.68, "started_at": "2026-05-19T15:36:17.954299+00:00", "ended_at": "2026-05-19T15:36:29.699038+00:00", "prompt_metrics": {"chars": 15908, "bytes_utf8": 15908, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16624, "cached_input_tokens": 15744, "output_tokens": 583, "reasoning_output_tokens": 414}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Statistical_report\\\",\\n \\\"Result\\\",\\n SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"having_IP_Address\\\" AS REAL))) OVER (PARTITION BY \\\"Statistical_report\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Statistical_report\\\", \\\"Result\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"Statistical_report\\\", item_col=\\\"Result\\\", and measure_col=\\\"having_IP_Address\\\". CAST is applied because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..532b30a7ab2092325c0e842d3a184726dc8d1b66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b7927ca9cf4ece2b", + "api_calls": 0, + "input_tokens": 16624, + "cached_input_tokens": 15744, + "output_tokens": 583, + "total_tokens": 17207, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11744.68, + "sql_execution_elapsed_ms_total": 7.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26c0381f343d9f9439104112dda59498e1c990e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15670, "bytes_utf8": 15670, "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": 1001, "bytes_utf8": 1001, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 12032, "output_tokens": 812, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8094e1a74aa85adb04091e3282fae4522026263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/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_ba4e2f53260e96c3", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 12032, + "output_tokens": 812, + "total_tokens": 17357, + "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": 14676.89, + "sql_execution_elapsed_ms_total": 38.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e2f3de1af1e34fa3c19800795ac002d0e9ff42f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:04.007639+00:00", + "ended_at": "2026-05-19T15:51:18.684560+00:00", + "elapsed_ms": 14676.89, + "prompt_metrics": { + "chars": 15670, + "bytes_utf8": 15670, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1472, + "bytes_utf8": 1472, + "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": 1001, + "bytes_utf8": 1001, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 12032, + "output_tokens": 812, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e711f057c0b52b1379123a573f6cfc36357c25f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Iframe, measure_col=Links_pointing_to_page.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Iframe", + "measure_col": "Links_pointing_to_page", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf4a29a329819aaec6d416bc9953d0596dcf21b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-fb4f-7023-8dfc-456b578d1f40"} +{"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 \\\"Iframe\\\",\\n CAST(\\\"Links_pointing_to_page\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Iframe\\\"\\n ORDER BY CAST(\\\"Links_pointing_to_page\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Iframe\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Iframe\\\" IS NOT NULL\\n AND \\\"Links_pointing_to_page\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"Iframe\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Iframe\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Iframe\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \\\"Iframe\\\" group by ordering CAST(\\\"Links_pointing_to_page\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":12032,"output_tokens":812,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b23ab2650c3a2d5c30cde64db5c12415c46b135b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Iframe\",\n CAST(\"Links_pointing_to_page\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Iframe\"\n ORDER BY CAST(\"Links_pointing_to_page\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Iframe\"\n ) AS \"cnt\"\n FROM \"c8\"\n WHERE \"Iframe\" IS NOT NULL\n AND \"Links_pointing_to_page\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"Iframe\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Iframe\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"Iframe\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \"Iframe\" group by ordering CAST(\"Links_pointing_to_page\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ba4e2f53260e96c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..516948e8ace8bd78ebb947380ec8238d4e858403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16257, "bytes_utf8": 16257, "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": 707, "bytes_utf8": 707, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16708, "cached_input_tokens": 15744, "output_tokens": 499, "reasoning_output_tokens": 306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74ee7a48e60881cd315da20f3a782ad4d78a451a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/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_bad1848d46b8526e", + "api_calls": 0, + "input_tokens": 16708, + "cached_input_tokens": 15744, + "output_tokens": 499, + "total_tokens": 17207, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10688.1, + "sql_execution_elapsed_ms_total": 7.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41ca16237547ff98a08d8f6443b08c4f0599676c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/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": "2026-05-19T15:41:13.355579+00:00", + "ended_at": "2026-05-19T15:41:24.043718+00:00", + "elapsed_ms": 10688.1, + "prompt_metrics": { + "chars": 16257, + "bytes_utf8": 16257, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1080, + "bytes_utf8": 1080, + "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": 707, + "bytes_utf8": 707, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16708, + "cached_input_tokens": 15744, + "output_tokens": 499, + "reasoning_output_tokens": 306 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef6ec2793c960353e996888123de9fd6482adc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=port, condition_col=port.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "port", + "condition_col": "port", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fc9cb3814965d6719cb9b740b96e8c80963fccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-f820-7021-8f5e-a72ca958e904"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"port\\\",\\n SUM(CASE WHEN \\\"port\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"port\\\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c8\\\"\\n GROUP BY \\\"port\\\"\\n)\\nSELECT \\\"port\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applies the grouped ratio template with both group_col and condition_col bound to \\\"port\\\", measuring the ratio of rows where \\\"port\\\"='1' to rows where \\\"port\\\"='-1' within each port group; groups without any '-1' denominator yield NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16708,"cached_input_tokens":15744,"output_tokens":499,"reasoning_output_tokens":306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d27a1a7b575905c232d98488cca75c33e918151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"port\",\n SUM(CASE WHEN \"port\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"port\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c8\"\n GROUP BY \"port\"\n)\nSELECT \"port\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applies the grouped ratio template with both group_col and condition_col bound to \"port\", measuring the ratio of rows where \"port\"='1' to rows where \"port\"='-1' within each port group; groups without any '-1' denominator yield NULL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bad1848d46b8526e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfe8c68f287c05dea978e2cdcef175582378148d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15674, "bytes_utf8": 15674, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2088, "bytes_utf8": 2088, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 3100, "reasoning_output_tokens": 2448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a9c01a77f3b77fc1a4c6f832795559df1555073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/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_bfd728a3bd1fdfea", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 3100, + "total_tokens": 19645, + "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": 41964.61, + "sql_execution_elapsed_ms_total": 40.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ddf04e65967dc00e22cb9b218931d48b605ab93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:20.677956+00:00", + "ended_at": "2026-05-19T15:59:02.642585+00:00", + "elapsed_ms": 41964.61, + "prompt_metrics": { + "chars": 15674, + "bytes_utf8": 15674, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2708, + "bytes_utf8": 2708, + "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": 2088, + "bytes_utf8": 2088, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 3100, + "reasoning_output_tokens": 2448 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38b213d0f0c29244c5868da63ac6a6d21d54e328 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=having_IP_Address, measure_col=SSLfinal_State.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "having_IP_Address", + "measure_col": "SSLfinal_State", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20fedbc2c9e34291a0d1982b75e9e9cc58fb9e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-a508-7742-97e2-b349a062d535"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered_values\\\" AS (\\n SELECT\\n \\\"having_IP_Address\\\",\\n CAST(\\\"SSLfinal_State\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"having_IP_Address\\\"\\n ORDER BY CAST(\\\"SSLfinal_State\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"having_IP_Address\\\") AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"having_IP_Address\\\" IS NOT NULL\\n AND \\\"SSLfinal_State\\\" IS NOT NULL\\n),\\n\\\"percentile_positions\\\" AS (\\n SELECT DISTINCT\\n \\\"having_IP_Address\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"rank_pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) +\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered_values\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"percentile_inputs\\\" AS (\\n SELECT\\n p.\\\"having_IP_Address\\\",\\n p.\\\"rank_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"percentile_positions\\\" AS p\\n JOIN \\\"ordered_values\\\" AS o\\n ON o.\\\"having_IP_Address\\\" = p.\\\"having_IP_Address\\\"\\n GROUP BY\\n p.\\\"having_IP_Address\\\",\\n p.\\\"rank_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"having_IP_Address\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"rank_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_inputs\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the continuous 90th percentile of CAST(\\\"SSLfinal_State\\\" AS REAL) within each \\\"having_IP_Address\\\" group using ordered rows and linear interpolation. A minimum group size of 5 was applied from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":3100,"reasoning_output_tokens":2448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a08551ba4f4149b5b0f793622781a7cec63104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered_values\" AS (\n SELECT\n \"having_IP_Address\",\n CAST(\"SSLfinal_State\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"having_IP_Address\"\n ORDER BY CAST(\"SSLfinal_State\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"having_IP_Address\") AS \"cnt\"\n FROM \"c8\"\n WHERE \"having_IP_Address\" IS NOT NULL\n AND \"SSLfinal_State\" IS NOT NULL\n),\n\"percentile_positions\" AS (\n SELECT DISTINCT\n \"having_IP_Address\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"rank_pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) +\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ordered_values\"\n WHERE \"cnt\" >= 5\n),\n\"percentile_inputs\" AS (\n SELECT\n p.\"having_IP_Address\",\n p.\"rank_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"percentile_positions\" AS p\n JOIN \"ordered_values\" AS o\n ON o.\"having_IP_Address\" = p.\"having_IP_Address\"\n GROUP BY\n p.\"having_IP_Address\",\n p.\"rank_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"having_IP_Address\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"rank_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"percentile_inputs\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the continuous 90th percentile of CAST(\"SSLfinal_State\" AS REAL) within each \"having_IP_Address\" group using ordered rows and linear interpolation. A minimum group size of 5 was applied from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_bfd728a3bd1fdfea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..119fae3723c28067d8a5ce6c5a5608e329c9ae01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 6156, "support_share": 0.5568521031207598, "support_rank": 1}, {"value_label": "1", "support": 4351, "support_share": 0.3935775667118951, "support_rank": 2}, {"value_label": "-1", "support": 548, "support_share": 0.04957033016734509, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..66a922b04ee406d2a2911385c23c413b89a0cf49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c8_c008504dd392fd57 +-- problem_id: v2p_c8_98d45f9fdf7fc9fa +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Links_pointing_to_page" AS value_label, COUNT(*) AS support + FROM "c8" + GROUP BY "Links_pointing_to_page" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e04add1ac347501be9f0a074337f83c6ae54038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c8_c008504dd392fd57\n-- problem_id: v2p_c8_98d45f9fdf7fc9fa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Links_pointing_to_page\" AS value_label, COUNT(*) AS support\n FROM \"c8\"\n GROUP BY \"Links_pointing_to_page\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c8_c008504dd392fd57\\n-- problem_id: v2p_c8_98d45f9fdf7fc9fa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Links_pointing_to_page\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Links_pointing_to_page\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 6156, \"support_share\": 0.5568521031207598, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 4351, \"support_share\": 0.3935775667118951, \"support_rank\": 2}, {\"value_label\": \"-1\", \"support\": 548, \"support_share\": 0.04957033016734509, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80ca00d45ad14a13809e687ad1b1ccebd1e43645 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:09:26.934112+00:00", + "ended_at": "2026-05-19T16:09:26.938285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_c008504dd392fd57", + "problem_id": "v2p_c8_98d45f9fdf7fc9fa", + "dataset_id": "c8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Links_pointing_to_page.", + "bindings": { + "group_col": "Links_pointing_to_page" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_c008504dd392fd57.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c008504dd392fd57/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65fb3a8c06149aedeaf46b7cc111a271d21bf08a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16023, "bytes_utf8": 16023, "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": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16637, "cached_input_tokens": 15744, "output_tokens": 515, "reasoning_output_tokens": 351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dab2e1f68faa48c220c90c0d049c1fb867875ae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/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_c16aca507750c40e", + "api_calls": 0, + "input_tokens": 16637, + "cached_input_tokens": 15744, + "output_tokens": 515, + "total_tokens": 17152, + "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": 10411.99, + "sql_execution_elapsed_ms_total": 6.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..582d28f93e2b294aeb65ea94954e34b5a240e0ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:15.850091+00:00", + "ended_at": "2026-05-19T15:50:26.262109+00:00", + "elapsed_ms": 10411.99, + "prompt_metrics": { + "chars": 16023, + "bytes_utf8": 16023, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1000, + "bytes_utf8": 1000, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16637, + "cached_input_tokens": 15744, + "output_tokens": 515, + "reasoning_output_tokens": 351 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecdfa5f81117804edd38fbf6878c472ad9129d16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Redirect, measure_col=DNSRecord.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Redirect", + "measure_col": "DNSRecord", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83865e424106888f3c2d97705418377db369ae5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-3f32-79e3-a9d0-fc85449bcbbf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Redirect\\\", SUM(CAST(\\\"DNSRecord\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Redirect\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Redirect\\\", 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 Extreme Threshold template with group_col=\\\"Redirect\\\" and measure_col=\\\"DNSRecord\\\". CAST was added because \\\"DNSRecord\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16637,"cached_input_tokens":15744,"output_tokens":515,"reasoning_output_tokens":351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..473fbc06a963f72f1d8bc5eaba9411fe5b526909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Redirect\", SUM(CAST(\"DNSRecord\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Redirect\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Redirect\", 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 Extreme Threshold template with group_col=\"Redirect\" and measure_col=\"DNSRecord\". CAST was added because \"DNSRecord\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c16aca507750c40e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e94b12798ddecefe3260f1c4fbf2ccd92972502 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15919, "bytes_utf8": 15919, "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": 663, "bytes_utf8": 663, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16626, "cached_input_tokens": 15744, "output_tokens": 692, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..057d26bfc5b4dfae9b8a61e31c2ceccda2edadeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/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_c391bb98afc9e2f7", + "api_calls": 0, + "input_tokens": 16626, + "cached_input_tokens": 15744, + "output_tokens": 692, + "total_tokens": 17318, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14582.01, + "sql_execution_elapsed_ms_total": 11.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af69a73b639f0568b969e3b3fb468c55d020641d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:33.258904+00:00", + "ended_at": "2026-05-19T15:37:47.840949+00:00", + "elapsed_ms": 14582.01, + "prompt_metrics": { + "chars": 15919, + "bytes_utf8": 15919, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1046, + "bytes_utf8": 1046, + "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": 663, + "bytes_utf8": 663, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16626, + "cached_input_tokens": 15744, + "output_tokens": 692, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3beb7071c578a4629e0aa93003a1ccbe462b74be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=having_IP_Address, measure_col=Shortining_Service.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "having_IP_Address", + "measure_col": "Shortining_Service", + "item_col": "URL_Length", + "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}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c891eb0e866462040e4dff62c6072e0a2b61c6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-9c6b-7cc2-9710-4b53d832bca0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"having_IP_Address\\\",\\n \\\"URL_Length\\\",\\n SUM(CAST(\\\"Shortining_Service\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Shortining_Service\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"Shortining_Service\\\" AS REAL))) OVER (PARTITION BY \\\"having_IP_Address\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\", \\\"URL_Length\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"having_IP_Address\\\", item_col=\\\"URL_Length\\\", and measure_col=\\\"Shortining_Service\\\". CAST to REAL is included because the schema stores feature values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16626,"cached_input_tokens":15744,"output_tokens":692,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fa642b587deccc88dc248d2f122089fb2c5253d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"having_IP_Address\",\n \"URL_Length\",\n SUM(CAST(\"Shortining_Service\" AS REAL)) AS total_measure,\n SUM(CAST(\"Shortining_Service\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"Shortining_Service\" AS REAL))) OVER (PARTITION BY \"having_IP_Address\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"having_IP_Address\", \"URL_Length\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"having_IP_Address\", item_col=\"URL_Length\", and measure_col=\"Shortining_Service\". CAST to REAL is included because the schema stores feature values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c391bb98afc9e2f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a3daafc1f249c73af2bbc22aa7e639b328829b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15912, "bytes_utf8": 15912, "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": 714, "bytes_utf8": 714, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16625, "cached_input_tokens": 12032, "output_tokens": 623, "reasoning_output_tokens": 437}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57cf83de277a4cc6242b13d552b106c9021f09f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/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_c3c772f30c1c2559", + "api_calls": 0, + "input_tokens": 16625, + "cached_input_tokens": 12032, + "output_tokens": 623, + "total_tokens": 17248, + "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": 12105.21, + "sql_execution_elapsed_ms_total": 10.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1da8d70844de0fc1a54eaa9a6054673b70c5bae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:21.136972+00:00", + "ended_at": "2026-05-19T15:37:33.242212+00:00", + "elapsed_ms": 12105.21, + "prompt_metrics": { + "chars": 15912, + "bytes_utf8": 15912, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1094, + "bytes_utf8": 1094, + "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": 714, + "bytes_utf8": 714, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16625, + "cached_input_tokens": 12032, + "output_tokens": 623, + "reasoning_output_tokens": 437 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2299ac9f6b1333706a8fbadf5fd9541655b78b8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=having_IP_Address, measure_col=Shortining_Service.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "having_IP_Address", + "measure_col": "Shortining_Service", + "item_col": "URL_Length", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed54bdc1eb54d6b4bf879573ae2b50f411741ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-6cfa-7cc0-bb23-bfd8fc79a8e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"having_IP_Address\\\", \\\"URL_Length\\\",\\n SUM(CAST(\\\"Shortining_Service\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Shortining_Service\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Shortining_Service\\\" AS REAL))) OVER (PARTITION BY \\\"having_IP_Address\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\", \\\"URL_Length\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"having_IP_Address\\\", item_col=\\\"URL_Length\\\", and measure_col=\\\"Shortining_Service\\\". Cast the TEXT measure to REAL for SQLite aggregation and used NULLIF to avoid division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16625,"cached_input_tokens":12032,"output_tokens":623,"reasoning_output_tokens":437}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11f95827c562dab09f1016ff515ca619395a7adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"having_IP_Address\", \"URL_Length\",\n SUM(CAST(\"Shortining_Service\" AS REAL)) AS total_measure,\n SUM(CAST(\"Shortining_Service\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"Shortining_Service\" AS REAL))) OVER (PARTITION BY \"having_IP_Address\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"having_IP_Address\", \"URL_Length\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"having_IP_Address\", item_col=\"URL_Length\", and measure_col=\"Shortining_Service\". Cast the TEXT measure to REAL for SQLite aggregation and used NULLIF to avoid division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c3c772f30c1c2559/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57b11f7f919dbf5bff9fce60e2b66c983c152fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T16:01:52.700715+00:00", + "ended_at": "2026-05-19T16:02:00.356683+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_c50963aae644511d", + "problem_id": "v2p_c8_0281f735e49378ba", + "dataset_id": "c8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Favicon, condition_col=Favicon.", + "bindings": { + "group_col": "Favicon", + "condition_col": "Favicon", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..609a14dcec67427e3a8e990873fdffa4f21c295a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:56.009295+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3306.16, "started_at": "2026-05-19T16:01:52.702377+00:00", "ended_at": "2026-05-19T16:01:56.008557+00:00", "prompt_metrics": {"chars": 15712, "bytes_utf8": 15712, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-e152-72c0-ab9b-895ccce5cb2f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:00.356597+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3345.4, "started_at": "2026-05-19T16:01:57.010445+00:00", "ended_at": "2026-05-19T16:02:00.355878+00:00", "prompt_metrics": {"chars": 15712, "bytes_utf8": 15712, "lines": 471, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-f222-7b53-acab-9ae51b239ba1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..326432efd7b635beff089ed8611eed4bf46cc89f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15386, "bytes_utf8": 15386, "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": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16480, "cached_input_tokens": 15744, "output_tokens": 266, "reasoning_output_tokens": 188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9c74cd5b3224500df30fc9651e49904733499d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/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_c6cb2781bed732e9", + "api_calls": 0, + "input_tokens": 16480, + "cached_input_tokens": 15744, + "output_tokens": 266, + "total_tokens": 16746, + "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": 7494.1, + "sql_execution_elapsed_ms_total": 5.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b6fbd4f7ff3b01e1b9a3e2358657afb90b017c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:15.510749+00:00", + "ended_at": "2026-05-19T15:32:23.004871+00:00", + "elapsed_ms": 7494.1, + "prompt_metrics": { + "chars": 15386, + "bytes_utf8": 15386, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 620, + "bytes_utf8": 620, + "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": 274, + "bytes_utf8": 274, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16480, + "cached_input_tokens": 15744, + "output_tokens": 266, + "reasoning_output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5052d0648b4d37e6b9434fe85fe2d7c1fc5d7ef2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=URL_of_Anchor.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "URL_of_Anchor", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..333d1d544488d997786a19eeeda4363b2f0aca87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-c320-7473-814d-e482f500c98c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"URL_of_Anchor\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_of_Anchor\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the grouped count template to return the count distribution of rows by \\\"URL_of_Anchor\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16480,"cached_input_tokens":15744,"output_tokens":266,"reasoning_output_tokens":188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7a415dc4653f685269c87b4480a8d8c76e7bac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count.\nSELECT \"URL_of_Anchor\", COUNT(*) AS row_count\nFROM \"c8\"\nGROUP BY \"URL_of_Anchor\"\nORDER BY row_count DESC;","notes":"Uses the grouped count template to return the count distribution of rows by \"URL_of_Anchor\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c6cb2781bed732e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22b950ee78042a720dc2970cb28f6fc4136845c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15494, "bytes_utf8": 15494, "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": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 15744, "output_tokens": 383, "reasoning_output_tokens": 277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1aa94d255c2b73bd2ce194cfb868265192467123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/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_ca137904d0db1b85", + "api_calls": 0, + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 383, + "total_tokens": 16892, + "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": 11939.12, + "sql_execution_elapsed_ms_total": 9.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64aae94a3d146a0ae4b921af4f401b81dffe0610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:04.899394+00:00", + "ended_at": "2026-05-19T15:30:16.838557+00:00", + "elapsed_ms": 11939.12, + "prompt_metrics": { + "chars": 15494, + "bytes_utf8": 15494, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 383, + "reasoning_output_tokens": 277 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fa28e6306affe08fd04041e6d0d0e267b8ed287 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Prefix_Suffix, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Prefix_Suffix", + "measure_col": "having_Sub_Domain", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9175e509eeeae175480ab1cec76bb6a053fb6cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-c4ef-7393-862e-e69da6b60a80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Prefix_Suffix\\\", SUM(CAST(\\\"having_Sub_Domain\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Prefix_Suffix\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"Prefix_Suffix\\\" and measure_col=\\\"having_Sub_Domain\\\". CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16509,"cached_input_tokens":15744,"output_tokens":383,"reasoning_output_tokens":277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f903c286bd0644284053e3b547d1628545694c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Prefix_Suffix\", SUM(CAST(\"having_Sub_Domain\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"Prefix_Suffix\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"Prefix_Suffix\" and measure_col=\"having_Sub_Domain\". CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca137904d0db1b85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2634d67da023343b15df3e536e2ad44e05ca8959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15658, "bytes_utf8": 15658, "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": 580, "bytes_utf8": 580, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16558, "cached_input_tokens": 15744, "output_tokens": 583, "reasoning_output_tokens": 427}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef4d05bab5f25f8ef9b003a68a6e7fa3cbffece9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/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_cc65100f58f93de8", + "api_calls": 0, + "input_tokens": 16558, + "cached_input_tokens": 15744, + "output_tokens": 583, + "total_tokens": 17141, + "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": 11963.36, + "sql_execution_elapsed_ms_total": 12.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..575de75cb3b86bc46171b088d792b9beb3c2d2ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:45.652792+00:00", + "ended_at": "2026-05-19T15:44:57.616179+00:00", + "elapsed_ms": 11963.36, + "prompt_metrics": { + "chars": 15658, + "bytes_utf8": 15658, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 955, + "bytes_utf8": 955, + "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": 580, + "bytes_utf8": 580, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16558, + "cached_input_tokens": 15744, + "output_tokens": 583, + "reasoning_output_tokens": 427 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95a6c80b5ad1326d42bcc985413103c065a90ace --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Shortining_Service.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Shortining_Service", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdb6a66480182fab5b530cc66dd54ba459317627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-3572-73c0-8b43-887eafa2465c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"Shortining_Service\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Shortining_Service\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"Shortining_Service\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"Shortining_Service\\\" AS INTEGER) DESC;\",\"notes\":\"Uses the Quantile Tail Slice template with measure_col bound to \\\"Shortining_Service\\\" and num_tiles=10. The column is stored as TEXT in SQLite, so it is cast to INTEGER to preserve numeric tail ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16558,"cached_input_tokens":15744,"output_tokens":583,"reasoning_output_tokens":427}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20dc63cdf3e279a930309b0f081321a0175e420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"Shortining_Service\",\n NTILE(10) OVER (ORDER BY CAST(\"Shortining_Service\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c8\"\n)\nSELECT \"Shortining_Service\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"Shortining_Service\" AS INTEGER) DESC;","notes":"Uses the Quantile Tail Slice template with measure_col bound to \"Shortining_Service\" and num_tiles=10. The column is stored as TEXT in SQLite, so it is cast to INTEGER to preserve numeric tail ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cc65100f58f93de8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e025e5d532a910e68f1a2775f1df2839e0ef3d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=on_mouseover, measure_col=web_traffic. +Result preview: [{"on_mouseover": "1", "group_value": 2690.0}, {"on_mouseover": "-1", "group_value": 486.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7fe694335731494fb0fee63ce273bbae385679b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c8_cdb4319d4d11e023 +-- problem_id: v2p_c8_664f535e47e430d7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "on_mouseover", SUM(CAST("web_traffic" AS REAL)) AS group_value + FROM "c8" + WHERE "on_mouseover" IS NOT NULL + AND "web_traffic" IS NOT NULL + GROUP BY "on_mouseover" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."on_mouseover", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..043c30d999f556041e9936a55adbbd7590ce432c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"on_mouseover\", SUM(CAST(\"web_traffic\" AS REAL)) AS group_value\n FROM \"c8\"\n WHERE \"on_mouseover\" IS NOT NULL\n AND \"web_traffic\" IS NOT NULL\n GROUP BY \"on_mouseover\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"on_mouseover\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"on_mouseover\\\", SUM(CAST(\\\"web_traffic\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n WHERE \\\"on_mouseover\\\" IS NOT NULL\\n AND \\\"web_traffic\\\" IS NOT NULL\\n GROUP BY \\\"on_mouseover\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"on_mouseover\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"on_mouseover\", \"group_value\"], \"rows\": [{\"on_mouseover\": \"1\", \"group_value\": 2690.0}, {\"on_mouseover\": \"-1\", \"group_value\": 486.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.77}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc7c22c0e3de15e124ef8134625707c62532a170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:50:36.037034+00:00", + "ended_at": "2026-05-19T15:50:52.396481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_cdb4319d4d11e023", + "problem_id": "v2p_c8_664f535e47e430d7", + "dataset_id": "c8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=on_mouseover, measure_col=web_traffic.", + "bindings": { + "group_col": "on_mouseover", + "measure_col": "web_traffic", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_cdb4319d4d11e023.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_cdb4319d4d11e023", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 12032, + "output_tokens": 542, + "total_tokens": 17187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16350.52, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2784228f7c9164da03c0ce4f74ec4361cda34990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:52.390060+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16350.52, "started_at": "2026-05-19T15:50:36.038719+00:00", "ended_at": "2026-05-19T15:50:52.389266+00:00", "prompt_metrics": {"chars": 16036, "bytes_utf8": 16036, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 756, "bytes_utf8": 756, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 12032, "output_tokens": 542, "reasoning_output_tokens": 342}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"on_mouseover\\\", SUM(CAST(\\\"web_traffic\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n WHERE \\\"on_mouseover\\\" IS NOT NULL\\n AND \\\"web_traffic\\\" IS NOT NULL\\n GROUP BY \\\"on_mouseover\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"on_mouseover\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"on_mouseover\\\" and measure_col=\\\"web_traffic\\\". CAST is applied because the schema stores values as TEXT, and NULLs are filtered for stability.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bbc5b3cadb34a32f75d79ea457a5ba4389998195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_cdb4319d4d11e023", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 12032, + "output_tokens": 542, + "total_tokens": 17187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16350.52, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d2509fdc214725e407af0902127862d9f93c84e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15672, "bytes_utf8": 15672, "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": 15672, "bytes_utf8": 15672, "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": 2042, "bytes_utf8": 2042, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16543, "cached_input_tokens": 15744, "output_tokens": 1168, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca306b0b8aba81745058bc50b689236c1cd3ccb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_cdf30ea88e6b9c8a", + "api_calls": 0, + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 1168, + "total_tokens": 17711, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23201.94, + "sql_execution_elapsed_ms_total": 38.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7623cf975f1b95db3deedb014b1f5bdd375dead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/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": "2026-05-19T15:56:05.084059+00:00", + "ended_at": "2026-05-19T15:56:08.321518+00:00", + "elapsed_ms": 3237.43, + "returncode": 1, + "prompt_metrics": { + "chars": 15672, + "bytes_utf8": 15672, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae768fb937049cd6b8a90fa0b842d30289607e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/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": "2026-05-19T15:56:09.324193+00:00", + "ended_at": "2026-05-19T15:56:29.288740+00:00", + "elapsed_ms": 19964.51, + "prompt_metrics": { + "chars": 15672, + "bytes_utf8": 15672, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2664, + "bytes_utf8": 2664, + "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": 2042, + "bytes_utf8": 2042, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 1168, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68cd4ee249f299dcdd05837571d7b0c5b9449484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Google_Index, measure_col=Shortining_Service.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Google_Index", + "measure_col": "Shortining_Service", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..68cd4ee249f299dcdd05837571d7b0c5b9449484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Google_Index, measure_col=Shortining_Service.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Google_Index", + "measure_col": "Shortining_Service", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3170bebc3a9b5c764a62ff3c254b54e8a898b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-9356-7101-98b2-b79fc99cd81c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c417fb2f2c4262fdb61aee307089bb5df89217b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-9356-7101-98b2-b79fc99cd81c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58f21aced5e813173f28b6bf4dbc4b6bcae382c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-a401-7581-9c4a-16b85a4e4b18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Google_Index\\\",\\n CAST(\\\"Shortining_Service\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Google_Index\\\"\\n ORDER BY CAST(\\\"Shortining_Service\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Google_Index\\\") AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Google_Index\\\" IS NOT NULL\\n AND \\\"Shortining_Service\\\" IS NOT NULL\\n),\\n\\\"ranks\\\" AS (\\n SELECT DISTINCT\\n \\\"Google_Index\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"target_rank\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n r.\\\"Google_Index\\\",\\n r.\\\"target_rank\\\",\\n r.\\\"lower_rn\\\",\\n r.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = r.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = r.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"ranks\\\" r\\n JOIN \\\"ordered\\\" o\\n ON o.\\\"Google_Index\\\" = r.\\\"Google_Index\\\"\\n GROUP BY\\n r.\\\"Google_Index\\\",\\n r.\\\"target_rank\\\",\\n r.\\\"lower_rn\\\",\\n r.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"Google_Index\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_rank\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 0.9 continuous percentile for \\\"Shortining_Service\\\" within each \\\"Google_Index\\\" group using window functions and linear interpolation. \\\"Shortining_Service\\\" is cast from TEXT to REAL because the schema stores numeric-coded values as text.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16543,"cached_input_tokens":15744,"output_tokens":1168,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d07b2f8fd9c173074273654eb065991f7e59ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"Google_Index\",\n CAST(\"Shortining_Service\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Google_Index\"\n ORDER BY CAST(\"Shortining_Service\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Google_Index\") AS \"cnt\"\n FROM \"c8\"\n WHERE \"Google_Index\" IS NOT NULL\n AND \"Shortining_Service\" IS NOT NULL\n),\n\"ranks\" AS (\n SELECT DISTINCT\n \"Google_Index\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"target_rank\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n r.\"Google_Index\",\n r.\"target_rank\",\n r.\"lower_rn\",\n r.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = r.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = r.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"ranks\" r\n JOIN \"ordered\" o\n ON o.\"Google_Index\" = r.\"Google_Index\"\n GROUP BY\n r.\"Google_Index\",\n r.\"target_rank\",\n r.\"lower_rn\",\n r.\"upper_rn\"\n)\nSELECT\n \"Google_Index\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_rank\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 0.9 continuous percentile for \"Shortining_Service\" within each \"Google_Index\" group using window functions and linear interpolation. \"Shortining_Service\" is cast from TEXT to REAL because the schema stores numeric-coded values as text."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdf30ea88e6b9c8a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c980d8f98211edc81f4c629ee61a05079432f3d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/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_ce97860117f4dcf6", + "api_calls": 0, + "input_tokens": 16642, + "cached_input_tokens": 15744, + "output_tokens": 730, + "total_tokens": 17372, + "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": 17764.93, + "sql_execution_elapsed_ms_total": 11.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3beb932a3d651496ba81afac1738f52a165822f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Request_URL, measure_col=Abnormal_URL.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Request_URL", + "measure_col": "Abnormal_URL", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad41f7efa5a9a8d885b028ca1029f4d15309e1fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-0504-7123-bfeb-f8587cd7f4fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"Request_URL\\\",\\n SUM(CAST(\\\"Abnormal_URL\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n WHERE \\\"Request_URL\\\" IS NOT NULL\\n AND \\\"Abnormal_URL\\\" IS NOT NULL\\n GROUP BY \\\"Request_URL\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"Request_URL\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\\\"Request_URL\\\" and measure_col=\\\"Abnormal_URL\\\". Because the schema stores fields as TEXT, the measure is cast to REAL before SUM; NULL group/measure rows are excluded for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16642,"cached_input_tokens":15744,"output_tokens":730,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf89a9c71e607a7ee0ef5c7eeea75f62d8092ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16051, "bytes_utf8": 16051, "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": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16641, "cached_input_tokens": 15744, "output_tokens": 559, "reasoning_output_tokens": 392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e592ba743fe2daffcd1f3743dd073f4254ca58f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/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_cf70e05d93aaded0", + "api_calls": 0, + "input_tokens": 16641, + "cached_input_tokens": 15744, + "output_tokens": 559, + "total_tokens": 17200, + "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": 11865.25, + "sql_execution_elapsed_ms_total": 6.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee92ab6a9c707c9813c2cd34ff1a7b66a9f7aff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:26.913310+00:00", + "ended_at": "2026-05-19T15:47:38.778606+00:00", + "elapsed_ms": 11865.25, + "prompt_metrics": { + "chars": 16051, + "bytes_utf8": 16051, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1031, + "bytes_utf8": 1031, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 664, + "bytes_utf8": 664, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16641, + "cached_input_tokens": 15744, + "output_tokens": 559, + "reasoning_output_tokens": 392 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..804e647643dba191a9962e6d24551231a65e0008 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=HTTPS_token, measure_col=Submitting_to_email.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "HTTPS_token", + "measure_col": "Submitting_to_email", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c93e9b741dfd78eeb43320c96ef2c9413d16df6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-abba-74c2-875f-f4574cb14bc5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"HTTPS_token\\\", SUM(CAST(\\\"Submitting_to_email\\\" AS INTEGER)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"HTTPS_token\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"HTTPS_token\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"HTTPS_token\\\" and measure_col=\\\"Submitting_to_email\\\". Cast the measure from TEXT to INTEGER for SQLite-safe aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16641,"cached_input_tokens":15744,"output_tokens":559,"reasoning_output_tokens":392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a341c35477416e949c6ede43459190b7132bbcf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"HTTPS_token\", SUM(CAST(\"Submitting_to_email\" AS INTEGER)) AS group_value\n FROM \"c8\"\n GROUP BY \"HTTPS_token\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"HTTPS_token\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"HTTPS_token\" and measure_col=\"Submitting_to_email\". Cast the measure from TEXT to INTEGER for SQLite-safe aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cf70e05d93aaded0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df114aabc00bff01445bba306bd13302c1a627ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15636, "bytes_utf8": 15636, "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": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16556, "cached_input_tokens": 15744, "output_tokens": 488, "reasoning_output_tokens": 338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcce4daa7fbcab5309b478d8529e1aaa9398d1db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/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_cff1b18d8c2a1f67", + "api_calls": 0, + "input_tokens": 16556, + "cached_input_tokens": 15744, + "output_tokens": 488, + "total_tokens": 17044, + "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": 15965.24, + "sql_execution_elapsed_ms_total": 17.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf9fd22c1545be80e1c352d54916a1175e552464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:03.174424+00:00", + "ended_at": "2026-05-19T15:46:19.139692+00:00", + "elapsed_ms": 15965.24, + "prompt_metrics": { + "chars": 15636, + "bytes_utf8": 15636, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1217, + "bytes_utf8": 1217, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16556, + "cached_input_tokens": 15744, + "output_tokens": 488, + "reasoning_output_tokens": 338 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547d483568f86467f7efcb967d6f881c5b2e0f7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Favicon.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Favicon", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b4a193fde7c81979cc34c8be1300c913dce6b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-6441-74a2-b223-d75b0b633c8b"} +{"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 1984012, Requested 17191. Please try again in 36ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"Favicon\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Favicon\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"Favicon\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"Favicon\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"Favicon\\\" and num_tiles set to 10; used CAST(... AS INTEGER) because the SQLite schema stores the feature as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16556,"cached_input_tokens":15744,"output_tokens":488,"reasoning_output_tokens":338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4782cb9cd48a827379880b19608005803ab90a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"Favicon\",\n NTILE(10) OVER (ORDER BY CAST(\"Favicon\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c8\"\n)\nSELECT \"Favicon\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"Favicon\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"Favicon\" and num_tiles set to 10; used CAST(... AS INTEGER) because the SQLite schema stores the feature as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cff1b18d8c2a1f67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79a91518112e0c3cac2680a0197733f046ff3b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15739, "bytes_utf8": 15739, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16569, "cached_input_tokens": 12032, "output_tokens": 392, "reasoning_output_tokens": 278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c423d598b71e2233147f8b2934fd601b2d95224d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/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_d59a7781de0c50d6", + "api_calls": 0, + "input_tokens": 16569, + "cached_input_tokens": 12032, + "output_tokens": 392, + "total_tokens": 16961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10894.2, + "sql_execution_elapsed_ms_total": 4.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86a095d1f5dd9447e2f2411cfcbfb03c5a33c660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:24.877604+00:00", + "ended_at": "2026-05-19T16:00:35.771836+00:00", + "elapsed_ms": 10894.2, + "prompt_metrics": { + "chars": 15739, + "bytes_utf8": 15739, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16569, + "cached_input_tokens": 12032, + "output_tokens": 392, + "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" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c615f8bb69940caefb971ab2bd3c4cd2d8e59ff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Prefix_Suffix, condition_col=Prefix_Suffix.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Prefix_Suffix", + "condition_col": "Prefix_Suffix", + "condition_value": "-1", + "positive_value": "-1", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77a8e445765f4f8de6316e05c737af8f1d8571a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8a33-7981-ad19-85d1d81362a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"Prefix_Suffix\\\",\\n AVG(CASE WHEN \\\"Prefix_Suffix\\\" = '-1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Prefix_Suffix\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"Prefix_Suffix\\\" and condition_value bound to '-1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16569,"cached_input_tokens":12032,"output_tokens":392,"reasoning_output_tokens":278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a0690019e47b9d6268edb83701549e72be524c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"Prefix_Suffix\",\n AVG(CASE WHEN \"Prefix_Suffix\" = '-1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c8\"\nGROUP BY \"Prefix_Suffix\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \"Prefix_Suffix\" and condition_value bound to '-1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d59a7781de0c50d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08b886df0fa51a01f84eb4e5e049fe8956a7c346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15503, "bytes_utf8": 15503, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 12032, "output_tokens": 294, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7e3c3085e88d450396002c2cca9869175caa568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/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_d5bb2bd397cf129b", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 12032, + "output_tokens": 294, + "total_tokens": 16801, + "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": 11854.51, + "sql_execution_elapsed_ms_total": 9.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ee2e45585185d0aad65621afd21ffa27a5e0205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:43.863332+00:00", + "ended_at": "2026-05-19T15:31:55.717878+00:00", + "elapsed_ms": 11854.51, + "prompt_metrics": { + "chars": 15503, + "bytes_utf8": 15503, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16507, + "cached_input_tokens": 12032, + "output_tokens": 294, + "reasoning_output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..084b43bc871c10a0c0684af65a39a761b6ce956e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Domain_registeration_length, measure_col=Favicon.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Favicon", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7484440863911b0fe019f4c3c33548c3f129b2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-4789-7702-a497-c172b7cacee2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Domain_registeration_length\\\", SUM(CAST(\\\"Favicon\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Domain_registeration_length\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested grouped-sum template with \\\"Domain_registeration_length\\\" as the grouping column and cast \\\"Favicon\\\" from TEXT to INTEGER before summing because the schema stores numeric-discrete values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16507,"cached_input_tokens":12032,"output_tokens":294,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea5104944a9617ce1c2cff13abbfa6a595d723bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Domain_registeration_length\", SUM(CAST(\"Favicon\" AS INTEGER)) AS total_measure\nFROM \"c8\"\nGROUP BY \"Domain_registeration_length\"\nORDER BY total_measure DESC;","notes":"Used the requested grouped-sum template with \"Domain_registeration_length\" as the grouping column and cast \"Favicon\" from TEXT to INTEGER before summing because the schema stores numeric-discrete values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d5bb2bd397cf129b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a49a788c86f5f54d8053176ac38e2b4d68e2a23a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15748, "bytes_utf8": 15748, "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": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16576, "cached_input_tokens": 15744, "output_tokens": 285, "reasoning_output_tokens": 168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..652cd51b9fc6507a1abc6b960fa4068e1d07acbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/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_d8ae7df0cc8f1afd", + "api_calls": 0, + "input_tokens": 16576, + "cached_input_tokens": 15744, + "output_tokens": 285, + "total_tokens": 16861, + "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": 7288.47, + "sql_execution_elapsed_ms_total": 4.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88e3f35836c7783862772d9e14977f692bb15ac6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:53.165634+00:00", + "ended_at": "2026-05-19T16:00:00.454141+00:00", + "elapsed_ms": 7288.47, + "prompt_metrics": { + "chars": 15748, + "bytes_utf8": 15748, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16576, + "cached_input_tokens": 15744, + "output_tokens": 285, + "reasoning_output_tokens": 168 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb8832351564302857d6e08ad5be8cb613179a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=having_At_Symbol, condition_col=having_At_Symbol.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "having_At_Symbol", + "condition_col": "having_At_Symbol", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6b6d1427fba661a367c6b6479ccceb4c3baf4cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-0e68-7082-9c4f-2f0bcdc8273d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"having_At_Symbol\\\",\\n AVG(CASE WHEN \\\"having_At_Symbol\\\" = '-1' THEN 1.0 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"having_At_Symbol\\\" and condition_value set to '-1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16576,"cached_input_tokens":15744,"output_tokens":285,"reasoning_output_tokens":168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04839413ee9ff097348e465e4c9246fcdc37c67d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"having_At_Symbol\",\n AVG(CASE WHEN \"having_At_Symbol\" = '-1' THEN 1.0 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \"having_At_Symbol\" and condition_value set to '-1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d8ae7df0cc8f1afd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d21427daf59083a98b7b61327e2474d5969cdd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:14.071444+00:00", + "ended_at": "2026-05-19T16:06:16.855563+00:00", + "elapsed_ms": 2784.1, + "returncode": 1, + "prompt_metrics": { + "chars": 15472, + "bytes_utf8": 15472, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0099a50f743a04012b61d7e6ff3334d44066dfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=having_At_Symbol.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_At_Symbol", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0099a50f743a04012b61d7e6ff3334d44066dfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=having_At_Symbol.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_At_Symbol", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3fc044141e1fb45587c4342a3b4cf234d1f369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-de37-7340-9041-545a98659042"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82090b4db044d58eb31b4e938d6d2bb38662d048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-de37-7340-9041-545a98659042"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..701efca61a358942680a8533417c9e06288929db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ecf1-7680-a518-b9bac04e74b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bf53fdeb160e1470ac866ae247f57caed65316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ecf1-7680-a518-b9bac04e74b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d93733babfb4eb96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab7c0d755b73c421fded2bc694361b364a95523f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15812, "bytes_utf8": 15812, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16605, "cached_input_tokens": 12032, "output_tokens": 594, "reasoning_output_tokens": 449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7c8a2772dfa4efd34d82817e44a6b632f372f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/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_e2e4754a21f63a86", + "api_calls": 0, + "input_tokens": 16605, + "cached_input_tokens": 12032, + "output_tokens": 594, + "total_tokens": 17199, + "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": 14429.67, + "sql_execution_elapsed_ms_total": 7.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f6b31061b4249f10b3af8a58c65df4724ded6eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:31.209827+00:00", + "ended_at": "2026-05-19T15:44:45.639537+00:00", + "elapsed_ms": 14429.67, + "prompt_metrics": { + "chars": 15812, + "bytes_utf8": 15812, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 912, + "bytes_utf8": 912, + "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": 533, + "bytes_utf8": 533, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16605, + "cached_input_tokens": 12032, + "output_tokens": 594, + "reasoning_output_tokens": 449 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ce6e5538e20cfe429b92c8a720c898ec998e83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=Links_pointing_to_page.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "Links_pointing_to_page", + "predicate_col": "web_traffic", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88d6cf061ed016876b775ba9f4bc0a562e124d15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-fcfe-72f2-94e7-f0f6a24aa22e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"Links_pointing_to_page\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"web_traffic\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"Links_pointing_to_page\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filled the provided filtered two-dimensional group count template with group_col=\\\"URL_Length\\\", group_col_2=\\\"Links_pointing_to_page\\\", and predicate_col=\\\"web_traffic\\\". Used CAST(\\\"web_traffic\\\" AS REAL) because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16605,"cached_input_tokens":12032,"output_tokens":594,"reasoning_output_tokens":449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f7f1de73c46c084fd35682efc3bbc2aef8625cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"Links_pointing_to_page\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nWHERE CAST(\"web_traffic\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"Links_pointing_to_page\"\nORDER BY \"row_count\" DESC;","notes":"Filled the provided filtered two-dimensional group count template with group_col=\"URL_Length\", group_col_2=\"Links_pointing_to_page\", and predicate_col=\"web_traffic\". Used CAST(\"web_traffic\" AS REAL) because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e2e4754a21f63a86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89b43b2c72d6398a9a2dca6490eda0c4ad010d24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15678, "bytes_utf8": 15678, "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": 1801, "bytes_utf8": 1801, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 2660, "reasoning_output_tokens": 2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2e461ded76d325dcda21b517a7774fa02bc51b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/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_e4a2934376feb3dc", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 2660, + "total_tokens": 19205, + "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": 41065.38, + "sql_execution_elapsed_ms_total": 39.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2b6a60cc20bc2f2795b1cacf87461d2aeb9cf01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:02.687324+00:00", + "ended_at": "2026-05-19T15:59:43.752727+00:00", + "elapsed_ms": 41065.38, + "prompt_metrics": { + "chars": 15678, + "bytes_utf8": 15678, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2487, + "bytes_utf8": 2487, + "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": 1801, + "bytes_utf8": 1801, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 2660, + "reasoning_output_tokens": 2070 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8620b709a610ba86f893c409dd7f94b821cf4820 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=having_IP_Address, measure_col=SSLfinal_State.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "having_IP_Address", + "measure_col": "SSLfinal_State", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b24d469bea070ecff6eea0f937981605e4259bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-4928-7d80-afa5-c512572ac827"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"having_IP_Address\\\" AS \\\"group_col\\\",\\n CAST(\\\"SSLfinal_State\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"having_IP_Address\\\"\\n ORDER BY CAST(\\\"SSLfinal_State\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"having_IP_Address\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"having_IP_Address\\\" IS NOT NULL\\n AND \\\"SSLfinal_State\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (19.0 * \\\"cnt\\\" + 1.0) / 20.0 AS \\\"target_rn\\\",\\n CAST((19 * \\\"cnt\\\" + 1) / 20 AS INTEGER) AS \\\"frn\\\",\\n CAST((19 * \\\"cnt\\\" + 20) / 20 AS INTEGER) AS \\\"crn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"having_IP_Address\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"frn\\\" = \\\"p\\\".\\\"crn\\\" THEN MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"frn\\\" THEN \\\"o\\\".\\\"measure\\\" END)\\n ELSE\\n (\\\"p\\\".\\\"crn\\\" - \\\"p\\\".\\\"target_rn\\\") * MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"frn\\\" THEN \\\"o\\\".\\\"measure\\\" END) +\\n (\\\"p\\\".\\\"target_rn\\\" - \\\"p\\\".\\\"frn\\\") * MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"crn\\\" THEN \\\"o\\\".\\\"measure\\\" END)\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\nGROUP BY\\n \\\"p\\\".\\\"group_col\\\",\\n \\\"p\\\".\\\"cnt\\\",\\n \\\"p\\\".\\\"target_rn\\\",\\n \\\"p\\\".\\\"frn\\\",\\n \\\"p\\\".\\\"crn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 grouped percentile for \\\"SSLfinal_State\\\" within each \\\"having_IP_Address\\\" group using window functions and linear interpolation. \\\"SSLfinal_State\\\" is stored as TEXT in the snapshot, so it is CAST to REAL before ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":2660,"reasoning_output_tokens":2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4efce593c1d8643a4934e0a2f8e8266ff5594cef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"having_IP_Address\" AS \"group_col\",\n CAST(\"SSLfinal_State\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"having_IP_Address\"\n ORDER BY CAST(\"SSLfinal_State\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"having_IP_Address\"\n ) AS \"cnt\"\n FROM \"c8\"\n WHERE \"having_IP_Address\" IS NOT NULL\n AND \"SSLfinal_State\" IS NOT NULL\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (19.0 * \"cnt\" + 1.0) / 20.0 AS \"target_rn\",\n CAST((19 * \"cnt\" + 1) / 20 AS INTEGER) AS \"frn\",\n CAST((19 * \"cnt\" + 20) / 20 AS INTEGER) AS \"crn\"\n FROM \"ordered\"\n)\nSELECT\n \"p\".\"group_col\" AS \"having_IP_Address\",\n CASE\n WHEN \"p\".\"frn\" = \"p\".\"crn\" THEN MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"frn\" THEN \"o\".\"measure\" END)\n ELSE\n (\"p\".\"crn\" - \"p\".\"target_rn\") * MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"frn\" THEN \"o\".\"measure\" END) +\n (\"p\".\"target_rn\" - \"p\".\"frn\") * MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"crn\" THEN \"o\".\"measure\" END)\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"group_col\" = \"p\".\"group_col\"\nGROUP BY\n \"p\".\"group_col\",\n \"p\".\"cnt\",\n \"p\".\"target_rn\",\n \"p\".\"frn\",\n \"p\".\"crn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 grouped percentile for \"SSLfinal_State\" within each \"having_IP_Address\" group using window functions and linear interpolation. \"SSLfinal_State\" is stored as TEXT in the snapshot, so it is CAST to REAL before ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4a2934376feb3dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8ee6f8f81518369ac1d0c6104a4025e1b9a9d7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15887, "bytes_utf8": 15887, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16621, "cached_input_tokens": 15744, "output_tokens": 699, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0219dd6e76858312cad6da438a6f00342318f77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/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_e4d65ab3d0b5e244", + "api_calls": 0, + "input_tokens": 16621, + "cached_input_tokens": 15744, + "output_tokens": 699, + "total_tokens": 17320, + "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": 18997.24, + "sql_execution_elapsed_ms_total": 17.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5098b88f8eb22a96866298cad28cbe8cd814ed21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/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": "2026-05-19T15:36:47.646680+00:00", + "ended_at": "2026-05-19T15:37:06.643968+00:00", + "elapsed_ms": 18997.24, + "prompt_metrics": { + "chars": 15887, + "bytes_utf8": 15887, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1078, + "bytes_utf8": 1078, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 680, + "bytes_utf8": 680, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16621, + "cached_input_tokens": 15744, + "output_tokens": 699, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e786595d397f0e147bc63df30a69174f7b89cad2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Result, measure_col=URL_Length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Result", + "measure_col": "URL_Length", + "item_col": "having_IP_Address", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b41229f2f1b2371c94cf82106e1f4678c88f810f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-ea28-7133-b977-039cfe057064"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Result\\\",\\n \\\"having_IP_Address\\\",\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"URL_Length\\\" AS REAL))) OVER (PARTITION BY \\\"Result\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Result\\\", \\\"having_IP_Address\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Result\\\", item_col=\\\"having_IP_Address\\\", and measure_col=\\\"URL_Length\\\". CAST to REAL is used because the schema stores \\\"URL_Length\\\" as TEXT, while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16621,"cached_input_tokens":15744,"output_tokens":699,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e75d9900831fc6b5a8f0d9e0f029ca40c2e8292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Result\",\n \"having_IP_Address\",\n SUM(CAST(\"URL_Length\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"URL_Length\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"URL_Length\" AS REAL))) OVER (PARTITION BY \"Result\") AS \"share_within_group\"\nFROM \"c8\"\nGROUP BY \"Result\", \"having_IP_Address\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"Result\", item_col=\"having_IP_Address\", and measure_col=\"URL_Length\". CAST to REAL is used because the schema stores \"URL_Length\" as TEXT, while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e4d65ab3d0b5e244/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a77c7a798eb64efadd5adc9107cded856cb31a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Result, measure_col=URL_Length. +Result preview: [{"Result": "1", "having_IP_Address": "1", "total_measure": -2585.0, "share_within_group": 70.68635493573967}, {"Result": "-1", "having_IP_Address": "1", "total_measure": -2224.0, "share_within_group": 66.52707149267125}, {"Result": "-1", "having_IP_Address": "-1", "total_measure": -1119.0, "share_within_group": 33.472928507328746}, {"Result": "1", "having_IP_Address": "-1", "total_measure": -1072.0, "share_within_group": 29.313645064260324}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f07c7205d212171f6d66d1ad2ce30af1030d7275 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c8_e7b8d7ab3f360ade +-- problem_id: v2p_c8_98fac4278fc705b4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Result", + "having_IP_Address", + SUM(CAST("URL_Length" AS REAL)) AS total_measure, + SUM(CAST("URL_Length" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("URL_Length" AS REAL))) OVER (PARTITION BY "Result"), 0) AS share_within_group +FROM "c8" +GROUP BY "Result", "having_IP_Address" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9479bcbca4ac25dc628117858c46edfcdc7a80b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Result\",\n \"having_IP_Address\",\n SUM(CAST(\"URL_Length\" AS REAL)) AS total_measure,\n SUM(CAST(\"URL_Length\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"URL_Length\" AS REAL))) OVER (PARTITION BY \"Result\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"Result\", \"having_IP_Address\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Result\\\",\\n \\\"having_IP_Address\\\",\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"URL_Length\\\" AS REAL))) OVER (PARTITION BY \\\"Result\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Result\\\", \\\"having_IP_Address\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Result\", \"having_IP_Address\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Result\": \"1\", \"having_IP_Address\": \"1\", \"total_measure\": -2585.0, \"share_within_group\": 70.68635493573967}, {\"Result\": \"-1\", \"having_IP_Address\": \"1\", \"total_measure\": -2224.0, \"share_within_group\": 66.52707149267125}, {\"Result\": \"-1\", \"having_IP_Address\": \"-1\", \"total_measure\": -1119.0, \"share_within_group\": 33.472928507328746}, {\"Result\": \"1\", \"having_IP_Address\": \"-1\", \"total_measure\": -1072.0, \"share_within_group\": 29.313645064260324}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62c2740d043b19b48576f15d8cb26bed8d604fa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:37:06.667197+00:00", + "ended_at": "2026-05-19T15:37:21.134946+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_e7b8d7ab3f360ade", + "problem_id": "v2p_c8_98fac4278fc705b4", + "dataset_id": "c8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Result, measure_col=URL_Length.", + "bindings": { + "group_col": "Result", + "measure_col": "URL_Length", + "item_col": "having_IP_Address", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_e7b8d7ab3f360ade.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_e7b8d7ab3f360ade", + "api_calls": 0, + "input_tokens": 16620, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 17324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14454.52, + "sql_execution_elapsed_ms_total": 7.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17b73859009faee2d3587bc00a432e8d6b038ad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:21.126201+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14454.52, "started_at": "2026-05-19T15:37:06.670388+00:00", "ended_at": "2026-05-19T15:37:21.124955+00:00", "prompt_metrics": {"chars": 15884, "bytes_utf8": 15884, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16620, "cached_input_tokens": 12032, "output_tokens": 704, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Result\\\",\\n \\\"having_IP_Address\\\",\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"URL_Length\\\" AS REAL))) OVER (PARTITION BY \\\"Result\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Result\\\", \\\"having_IP_Address\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"Result\\\", item_col=\\\"having_IP_Address\\\", and measure_col=\\\"URL_Length\\\". Casted \\\"URL_Length\\\" from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division-by-zero in groups whose total measure sums to 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a85bf37186bd3b9e33ac3fae100cf31214faa11d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_e7b8d7ab3f360ade", + "api_calls": 0, + "input_tokens": 16620, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 17324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14454.52, + "sql_execution_elapsed_ms_total": 7.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f3fa2cf68a51526bbc9b1d5a49cd25fc3867f2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15497, "bytes_utf8": 15497, "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": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 15744, "output_tokens": 350, "reasoning_output_tokens": 226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b19b40c0725214bc35b29077dc58dedecf06ad44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/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_e7c9e2f92d034007", + "api_calls": 0, + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 350, + "total_tokens": 16859, + "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": 20320.47, + "sql_execution_elapsed_ms_total": 8.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7dd6900fbb1e1245ebbec6ee05bc66dadc553c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:16.857367+00:00", + "ended_at": "2026-05-19T15:30:37.177879+00:00", + "elapsed_ms": 20320.47, + "prompt_metrics": { + "chars": 15497, + "bytes_utf8": 15497, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1867, + "bytes_utf8": 1867, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 514, + "bytes_utf8": 514, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16509, + "cached_input_tokens": 15744, + "output_tokens": 350, + "reasoning_output_tokens": 226 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73f6d136ce86e87f0aa0eea471aae569dcac8b8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Prefix_Suffix, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Prefix_Suffix", + "measure_col": "having_Sub_Domain", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e68e8b32352fdf0b462b6a466986ac5e46de603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40db-f3ab-7ca2-acbd-8911cef9307d"} +{"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 1997728, Requested 17144. Please try again in 446ms. 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 17144. Please try again in 514ms. 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 17144. Please try again in 514ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Prefix_Suffix\\\", SUM(CAST(\\\"having_Sub_Domain\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Prefix_Suffix\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with \\\"Prefix_Suffix\\\" as the grouping column and \\\"having_Sub_Domain\\\" as the summed measure. CAST is applied because the schema stores these discrete numeric values as TEXT. No target-column split was added because the prompt specifies a collapsed_target_view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16509,"cached_input_tokens":15744,"output_tokens":350,"reasoning_output_tokens":226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aef4c2dc0b0bda363e28526de2159f0fb3f6447 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Prefix_Suffix\", SUM(CAST(\"having_Sub_Domain\" AS INTEGER)) AS total_measure\nFROM \"c8\"\nGROUP BY \"Prefix_Suffix\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped-sum template with \"Prefix_Suffix\" as the grouping column and \"having_Sub_Domain\" as the summed measure. CAST is applied because the schema stores these discrete numeric values as TEXT. No target-column split was added because the prompt specifies a collapsed_target_view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7c9e2f92d034007/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..efca6032a8eefd823638710b68cefaf4b40b3031 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/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_ea2df8c321fdf981", + "api_calls": 0, + "input_tokens": 16560, + "cached_input_tokens": 15744, + "output_tokens": 684, + "total_tokens": 17244, + "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": 15372.28, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b64be0c559ab987cfdbe187eae893cbf306eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:19.591324+00:00", + "ended_at": "2026-05-19T15:45:34.963630+00:00", + "elapsed_ms": 15372.28, + "prompt_metrics": { + "chars": 15655, + "bytes_utf8": 15655, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 987, + "bytes_utf8": 987, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16560, + "cached_input_tokens": 15744, + "output_tokens": 684, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82580dca5bc93145c0174d4a705a8b168ad3dceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "having_Sub_Domain", + "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 buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99ec34be8707913049c095b23586cdcdba6c569a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-ba08-7a41-ba12-0742936ee915"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"having_Sub_Domain\\\",\\n CAST(\\\"having_Sub_Domain\\\" AS INTEGER) AS \\\"measure_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"having_Sub_Domain\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"having_Sub_Domain\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"measure_num\\\" DESC;\",\"notes\":\"Applied tpl_m4_quantile_tail_slice with measure_col bound to \\\"having_Sub_Domain\\\" and num_tiles=10. Cast to INTEGER because the schema stores this discrete numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16560,"cached_input_tokens":15744,"output_tokens":684,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..534dc5fa0135a592eb062a04a071d8a890750ce7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"having_Sub_Domain\",\n CAST(\"having_Sub_Domain\" AS INTEGER) AS \"measure_num\",\n NTILE(10) OVER (ORDER BY CAST(\"having_Sub_Domain\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c8\"\n)\nSELECT \"having_Sub_Domain\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"measure_num\" DESC;","notes":"Applied tpl_m4_quantile_tail_slice with measure_col bound to \"having_Sub_Domain\" and num_tiles=10. Cast to INTEGER because the schema stores this discrete numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..566fcd8669e9ad6e9d0f42169eb2bec3eef304e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15653, "bytes_utf8": 15653, "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": 1859, "bytes_utf8": 1859, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16543, "cached_input_tokens": 15744, "output_tokens": 3596, "reasoning_output_tokens": 2964}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb3462f286d4068be4f7e18a8d56e12827ef731e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/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_ea84084c2270a0df", + "api_calls": 0, + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 3596, + "total_tokens": 20139, + "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": 50344.72, + "sql_execution_elapsed_ms_total": 46.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c701c0460f5de52a9d4335a0291919a7abef5ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:07.584507+00:00", + "ended_at": "2026-05-19T15:55:57.929255+00:00", + "elapsed_ms": 50344.72, + "prompt_metrics": { + "chars": 15653, + "bytes_utf8": 15653, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2460, + "bytes_utf8": 2460, + "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": 1859, + "bytes_utf8": 1859, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 3596, + "reasoning_output_tokens": 2964 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74cbb6372a57f8965a31860dbf25c26db80059d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Page_Rank, measure_col=URL_Length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Page_Rank", + "measure_col": "URL_Length", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5691fd9c7b73d8b30acb69150214390cc8e0a5ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-b2e8-7f70-a54c-8dfcdffd4269"} +{"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 \\\"Page_Rank\\\",\\n CAST(\\\"URL_Length\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Page_Rank\\\"\\n ORDER BY CAST(\\\"URL_Length\\\" AS REAL)\\n ) AS \\\"rn\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Page_Rank\\\" IS NOT NULL\\n AND \\\"URL_Length\\\" IS NOT NULL\\n),\\n\\\"group_counts\\\" AS (\\n SELECT\\n \\\"Page_Rank\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Page_Rank\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"Page_Rank\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.95 AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER) +\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) > CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"group_counts\\\"\\n)\\nSELECT\\n b.\\\"Page_Rank\\\",\\n CASE\\n WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) +\\n (b.\\\"pos\\\" - b.\\\"lower_rn\\\") *\\n (\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) -\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ranked\\\" AS r\\n ON r.\\\"Page_Rank\\\" = b.\\\"Page_Rank\\\"\\nGROUP BY\\n b.\\\"Page_Rank\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 95th percentile for \\\"URL_Length\\\" within each \\\"Page_Rank\\\" group using window functions and linear interpolation, while casting the TEXT measure column to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16543,"cached_input_tokens":15744,"output_tokens":3596,"reasoning_output_tokens":2964}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88bde3c6e50aad36f974cbb87bc03b519a4a27db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Page_Rank\",\n CAST(\"URL_Length\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Page_Rank\"\n ORDER BY CAST(\"URL_Length\" AS REAL)\n ) AS \"rn\"\n FROM \"c8\"\n WHERE \"Page_Rank\" IS NOT NULL\n AND \"URL_Length\" IS NOT NULL\n),\n\"group_counts\" AS (\n SELECT\n \"Page_Rank\",\n COUNT(*) AS \"cnt\"\n FROM \"ranked\"\n GROUP BY \"Page_Rank\"\n),\n\"bounds\" AS (\n SELECT\n \"Page_Rank\",\n 1.0 + (\"cnt\" - 1) * 0.95 AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER) +\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) > CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"group_counts\"\n)\nSELECT\n b.\"Page_Rank\",\n CASE\n WHEN b.\"lower_rn\" = b.\"upper_rn\" THEN\n MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"measure_value\" END) +\n (b.\"pos\" - b.\"lower_rn\") *\n (\n MAX(CASE WHEN r.\"rn\" = b.\"upper_rn\" THEN r.\"measure_value\" END) -\n MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"bounds\" AS b\nJOIN \"ranked\" AS r\n ON r.\"Page_Rank\" = b.\"Page_Rank\"\nGROUP BY\n b.\"Page_Rank\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 95th percentile for \"URL_Length\" within each \"Page_Rank\" group using window functions and linear interpolation, while casting the TEXT measure column to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea84084c2270a0df/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3192806a9b5bfaa86cf9427bca29572d37e1fd2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_At_Symbol, measure_col=double_slash_redirecting. +Result preview: [{"having_At_Symbol": "1", "total_measure": 7200}, {"having_At_Symbol": "-1", "total_measure": 997}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e058e33ae5f450bf88767b201405664c1b92f680 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c8_ebc9a9eccbf33498 +-- problem_id: v2p_c8_976ca028ebc059cc +-- realization_mode: agent +-- source_kind: agent +SELECT "having_At_Symbol", SUM(CAST("double_slash_redirecting" AS INTEGER)) AS "total_measure" +FROM "c8" +GROUP BY "having_At_Symbol" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaac81b95ce8b2eaf8d4ef7cd236744efdab4b79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"having_At_Symbol\", SUM(CAST(\"double_slash_redirecting\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_At_Symbol\\\", SUM(CAST(\\\"double_slash_redirecting\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"having_At_Symbol\", \"total_measure\"], \"rows\": [{\"having_At_Symbol\": \"1\", \"total_measure\": 7200}, {\"having_At_Symbol\": \"-1\", \"total_measure\": 997}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6af2e0926a6943c9d6551f2a4013894e79aa6270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:29:26.790313+00:00", + "ended_at": "2026-05-19T15:29:41.150428+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_ebc9a9eccbf33498", + "problem_id": "v2p_c8_976ca028ebc059cc", + "dataset_id": "c8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_At_Symbol, measure_col=double_slash_redirecting.", + "bindings": { + "group_col": "having_At_Symbol", + "measure_col": "double_slash_redirecting", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_ebc9a9eccbf33498.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_ebc9a9eccbf33498", + "api_calls": 0, + "input_tokens": 16515, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 16848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14351.08, + "sql_execution_elapsed_ms_total": 4.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9895ab317a077a5edde2d376dd23e85c163a018c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:41.144297+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14351.08, "started_at": "2026-05-19T15:29:26.792311+00:00", "ended_at": "2026-05-19T15:29:41.143420+00:00", "prompt_metrics": {"chars": 15517, "bytes_utf8": 15517, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16515, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 219}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_At_Symbol\\\", SUM(CAST(\\\"double_slash_redirecting\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the requested grouped numeric sum template with \\\"having_At_Symbol\\\" as the group column and cast \\\"double_slash_redirecting\\\" to INTEGER because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac7103bf94068fbbee8806aa3159204ef146c2f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_ebc9a9eccbf33498", + "api_calls": 0, + "input_tokens": 16515, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 16848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14351.08, + "sql_execution_elapsed_ms_total": 4.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86839d297fb7259c87eb67fb7ccb623f423813f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16050, "bytes_utf8": 16050, "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": 623, "bytes_utf8": 623, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16643, "cached_input_tokens": 15744, "output_tokens": 391, "reasoning_output_tokens": 230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7a7ad9ff0dbf8860fcf7e6074ae7b90584210d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/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_ed03bcf889770da1", + "api_calls": 0, + "input_tokens": 16643, + "cached_input_tokens": 15744, + "output_tokens": 391, + "total_tokens": 17034, + "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": 9065.34, + "sql_execution_elapsed_ms_total": 4.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d88f3ead94a978442bf738dcfc258581faa972c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:17.837925+00:00", + "ended_at": "2026-05-19T15:47:26.903311+00:00", + "elapsed_ms": 9065.34, + "prompt_metrics": { + "chars": 16050, + "bytes_utf8": 16050, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 990, + "bytes_utf8": 990, + "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": 623, + "bytes_utf8": 623, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16643, + "cached_input_tokens": 15744, + "output_tokens": 391, + "reasoning_output_tokens": 230 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c81946fcdc80fbb3bb2abad0ffda9aeb914626d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=HTTPS_token, measure_col=Submitting_to_email.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "HTTPS_token", + "measure_col": "Submitting_to_email", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cd042531f0d979fc085cc8d4c0ea2d4cdc55e11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-882f-7923-bb97-5d95fd0c2e1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"HTTPS_token\\\", SUM(CAST(\\\"Submitting_to_email\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"HTTPS_token\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"HTTPS_token\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required template with group_col=\\\"HTTPS_token\\\" and measure_col=\\\"Submitting_to_email\\\". CAST is applied because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16643,"cached_input_tokens":15744,"output_tokens":391,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0094c34bce95d2bbd4cd30d7438567153dd353dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"HTTPS_token\", SUM(CAST(\"Submitting_to_email\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"HTTPS_token\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"HTTPS_token\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the required template with group_col=\"HTTPS_token\" and measure_col=\"Submitting_to_email\". CAST is applied because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ed03bcf889770da1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..302af9155936fcd2801dcdb8db9197faa9e48917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:37.639008+00:00", + "ended_at": "2026-05-19T16:06:40.855101+00:00", + "elapsed_ms": 3216.06, + "returncode": 1, + "prompt_metrics": { + "chars": 15598, + "bytes_utf8": 15598, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c900d3d20072c2926be40673d1fbcbecfcbe053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:41.856669+00:00", + "ended_at": "2026-05-19T16:06:44.762987+00:00", + "elapsed_ms": 2906.29, + "returncode": 1, + "prompt_metrics": { + "chars": 15598, + "bytes_utf8": 15598, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..850e3321055bcd10bcbf328dba0a20a4b1a72b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Domain_registeration_length, measure_col=Abnormal_URL.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Abnormal_URL", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..850e3321055bcd10bcbf328dba0a20a4b1a72b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Domain_registeration_length, measure_col=Abnormal_URL.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Abnormal_URL", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d478fc99c5ef8ded87af93860f0d452d3fef44d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3a57-7022-8c6b-1fae375b43d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4433cb4de473d7fdeb59ed662218b03866c96c1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3a57-7022-8c6b-1fae375b43d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a7fa76ddb445d0b4ed694e6b1d46c5379de6d6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4aba-7842-a0b4-99aae0ea4503"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e2b3e3d77d7eb72c26f535007ef97682f94648d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4aba-7842-a0b4-99aae0ea4503"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3a5fde4ac1ebee1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e404c4e9c3766e6fa4c0aeceb51cf8c6e99d563b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16298, "bytes_utf8": 16298, "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": 858, "bytes_utf8": 858, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16716, "cached_input_tokens": 12032, "output_tokens": 740, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30f5d8c8c95793bb835e3874741c3eea91e1bdbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/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_f3ebce0db9e3d94f", + "api_calls": 0, + "input_tokens": 16716, + "cached_input_tokens": 12032, + "output_tokens": 740, + "total_tokens": 17456, + "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": 19285.97, + "sql_execution_elapsed_ms_total": 4.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d390fa83cbcaa3faf3619e8dd4da59f88938432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:22.143245+00:00", + "ended_at": "2026-05-19T15:40:41.429242+00:00", + "elapsed_ms": 19285.97, + "prompt_metrics": { + "chars": 16298, + "bytes_utf8": 16298, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1564, + "bytes_utf8": 1564, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 858, + "bytes_utf8": 858, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16716, + "cached_input_tokens": 12032, + "output_tokens": 740, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..275231cd33ff446d9767a31586e20115757dc24d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=SSLfinal_State, condition_col=SSLfinal_State.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "SSLfinal_State", + "condition_col": "SSLfinal_State", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f1225d5ca55fb988380ac38ef417b95729e7a17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e5-3014-7d10-bf1f-0a2be49007a5"} +{"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 1996908, Requested 17351. Please try again in 427ms. 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 \\\"SSLfinal_State\\\",\\n SUM(CASE WHEN \\\"SSLfinal_State\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"SSLfinal_State\\\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c8\\\"\\n GROUP BY \\\"SSLfinal_State\\\"\\n)\\nSELECT \\\"SSLfinal_State\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the requested grouped-ratio template with group_col and condition_col both bound to \\\"SSLfinal_State\\\". Because the grouping column and condition column are identical, the result is structurally degenerate: groups with value '1' or values other than '-1' will have a NULL denominator, while the '-1' group yields a ratio of 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16716,"cached_input_tokens":12032,"output_tokens":740,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c6914365247a01cd3d59a164f4a3db48051f79f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"SSLfinal_State\",\n SUM(CASE WHEN \"SSLfinal_State\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"SSLfinal_State\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c8\"\n GROUP BY \"SSLfinal_State\"\n)\nSELECT \"SSLfinal_State\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS \"condition_ratio\"\nFROM grouped\nORDER BY \"condition_ratio\" DESC;","notes":"Uses the requested grouped-ratio template with group_col and condition_col both bound to \"SSLfinal_State\". Because the grouping column and condition column are identical, the result is structurally degenerate: groups with value '1' or values other than '-1' will have a NULL denominator, while the '-1' group yields a ratio of 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f3ebce0db9e3d94f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5287869559344c077e9dabbe49d17302060f4f81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:11.114094+00:00", + "ended_at": "2026-05-19T16:06:14.068605+00:00", + "elapsed_ms": 2954.48, + "returncode": 1, + "prompt_metrics": { + "chars": 15478, + "bytes_utf8": 15478, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6f0f08cf5dd61408c0094e7ab5e941ab10be67f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d2a8-7790-ab49-d384106ed659"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f42331b5ed902a03/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d90f3507fea769685890ef30f1ac187487dbaf69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Request_URL. +Result preview: [{"Request_URL": "1", "row_count": 6560}, {"Request_URL": "-1", "row_count": 4495}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64c2344d964fd24f1b3d671e9afa425b98ce23b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c8_f5eeec435a844233 +-- problem_id: v2p_c8_63f30c96aa9f01e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Request_URL", COUNT(*) AS "row_count" +FROM "c8" +GROUP BY "Request_URL" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbf8d7670079f40260ad2cae2d5476c5bb6026af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Request_URL\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nGROUP BY \"Request_URL\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Request_URL\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Request_URL\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"Request_URL\", \"row_count\"], \"rows\": [{\"Request_URL\": \"1\", \"row_count\": 6560}, {\"Request_URL\": \"-1\", \"row_count\": 4495}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf2e8b20094efbdb7cc0802702495539962e9f04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c8", + "started_at": "2026-05-19T15:32:03.647009+00:00", + "ended_at": "2026-05-19T15:32:15.507962+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c8_f5eeec435a844233", + "problem_id": "v2p_c8_63f30c96aa9f01e3", + "dataset_id": "c8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Request_URL.", + "bindings": { + "group_col": "Request_URL", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_f5eeec435a844233.sql", + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_f5eeec435a844233", + "api_calls": 0, + "input_tokens": 16475, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 16839, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11850.18, + "sql_execution_elapsed_ms_total": 5.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ea657a1399adc7b5e128e523ca823d1eae11642 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:15.501021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11850.18, "started_at": "2026-05-19T15:32:03.649161+00:00", "ended_at": "2026-05-19T15:32:15.499375+00:00", "prompt_metrics": {"chars": 15383, "bytes_utf8": 15383, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16475, "cached_input_tokens": 12032, "output_tokens": 364, "reasoning_output_tokens": 290}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Request_URL\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Request_URL\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template on \\\"Request_URL\\\" to return subgroup count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9905eff85e438c20cd8dea6252dfc352fa892db7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_f5eeec435a844233", + "api_calls": 0, + "input_tokens": 16475, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 16839, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11850.18, + "sql_execution_elapsed_ms_total": 5.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..972386e69d7b3cd6760ae738950c66bf2c7ee404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:12.952260+00:00", + "ended_at": "2026-05-19T16:09:15.686728+00:00", + "elapsed_ms": 2734.44, + "returncode": 1, + "prompt_metrics": { + "chars": 15577, + "bytes_utf8": 15577, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e761d651dcf44d7470eee619415be7810e4270f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:16.689740+00:00", + "ended_at": "2026-05-19T16:09:20.195119+00:00", + "elapsed_ms": 3505.33, + "returncode": 1, + "prompt_metrics": { + "chars": 15577, + "bytes_utf8": 15577, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f2abf98cfde650d8bbbbf2827ec3ea7034411d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Submitting_to_email, measure_col=Page_Rank.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Submitting_to_email", + "measure_col": "Page_Rank", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f2abf98cfde650d8bbbbf2827ec3ea7034411d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Submitting_to_email, measure_col=Page_Rank.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Submitting_to_email", + "measure_col": "Page_Rank", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ef744e702c5a51990e933501925d3cb2d5b0a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9901-7343-8b5a-b035ef3f42ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0374df4b330246d365ec4ee6ebf868fb99d6235e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9901-7343-8b5a-b035ef3f42ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75c75f2e0bde204c59cc77558d03f7d71cd1f4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-a793-7841-afad-dc95c02beb08"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdaf063844eaf29000a78dd91af6274b867467c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-a793-7841-afad-dc95c02beb08"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f62a121175a08009/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7452c70225ce6e86109c83c2c1cd7a0b61c4f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15920, "bytes_utf8": 15920, "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": 676, "bytes_utf8": 676, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16628, "cached_input_tokens": 15744, "output_tokens": 698, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16a48b7d658013684aad739d3c61924230f14057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/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_fe304a1e9beb4d74", + "api_calls": 0, + "input_tokens": 16628, + "cached_input_tokens": 15744, + "output_tokens": 698, + "total_tokens": 17326, + "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": 17232.9, + "sql_execution_elapsed_ms_total": 11.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9008bde933ce4a1a03cdddea866a323aa8eca04b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:04.359659+00:00", + "ended_at": "2026-05-19T15:38:21.592594+00:00", + "elapsed_ms": 17232.9, + "prompt_metrics": { + "chars": 15920, + "bytes_utf8": 15920, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1059, + "bytes_utf8": 1059, + "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": 676, + "bytes_utf8": 676, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16628, + "cached_input_tokens": 15744, + "output_tokens": 698, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9399d81bc579842f1e7b1863153ae6636b1da924 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=URL_Length, measure_col=double_slash_redirecting.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "URL_Length", + "measure_col": "double_slash_redirecting", + "item_col": "Shortining_Service", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..356c3eaf19f3c2e63f35a0b04633e407db3a71b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-15f2-7641-968d-dcd893b31f37"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"URL_Length\\\",\\n \\\"Shortining_Service\\\",\\n SUM(CAST(\\\"double_slash_redirecting\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"double_slash_redirecting\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"double_slash_redirecting\\\" AS REAL))) OVER (PARTITION BY \\\"URL_Length\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\", \\\"Shortining_Service\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the required template with group_col=\\\"URL_Length\\\", item_col=\\\"Shortining_Service\\\", and measure_col=\\\"double_slash_redirecting\\\". CAST is used because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16628,"cached_input_tokens":15744,"output_tokens":698,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d4da1ab8edee957a8d6b7b1574e9664e3bacb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"URL_Length\",\n \"Shortining_Service\",\n SUM(CAST(\"double_slash_redirecting\" AS REAL)) AS total_measure,\n SUM(CAST(\"double_slash_redirecting\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"double_slash_redirecting\" AS REAL))) OVER (PARTITION BY \"URL_Length\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"URL_Length\", \"Shortining_Service\"\nORDER BY share_within_group DESC;","notes":"Instantiated the required template with group_col=\"URL_Length\", item_col=\"Shortining_Service\", and measure_col=\"double_slash_redirecting\". CAST is used because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe304a1e9beb4d74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c2256bb37d59b758bd944d2f88c0ea9ec4d10b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15384, "bytes_utf8": 15384, "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": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16478, "cached_input_tokens": 12032, "output_tokens": 210, "reasoning_output_tokens": 126}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7746f3011eb4e2e39153f86b471bf9342a05b1a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/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_fe96c972987c109c", + "api_calls": 0, + "input_tokens": 16478, + "cached_input_tokens": 12032, + "output_tokens": 210, + "total_tokens": 16688, + "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": 12491.18, + "sql_execution_elapsed_ms_total": 4.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc834a08aa435bbcf31568866d2dcfacd138b06d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:57.762029+00:00", + "ended_at": "2026-05-19T15:33:10.253233+00:00", + "elapsed_ms": 12491.18, + "prompt_metrics": { + "chars": 15384, + "bytes_utf8": 15384, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 988, + "bytes_utf8": 988, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 297, + "bytes_utf8": 297, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16478, + "cached_input_tokens": 12032, + "output_tokens": 210, + "reasoning_output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e1648e384c8e3b3f43264f76d969aebfe98f762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Abnormal_URL.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Abnormal_URL", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..905fcaedb053222f6d0c606ad3636c1151619099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-6842-7442-bf18-4a48822be04b"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17113. Please try again in 513ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Abnormal_URL\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Abnormal_URL\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped-count template with group_col bound to \\\"Abnormal_URL\\\" on the single table \\\"c8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16478,"cached_input_tokens":12032,"output_tokens":210,"reasoning_output_tokens":126}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..203d555b01ab80e4974ea56fe7161be45a8a1352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Abnormal_URL\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nGROUP BY \"Abnormal_URL\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided grouped-count template with group_col bound to \"Abnormal_URL\" on the single table \"c8\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fe96c972987c109c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391